{"id":43610,"date":"2023-04-24T17:12:25","date_gmt":"2023-04-24T17:12:25","guid":{"rendered":"https:\/\/krea.edu.in\/sias\/?page_id=43610"},"modified":"2026-03-17T10:39:58","modified_gmt":"2026-03-17T10:39:58","slug":"data-science-at-krea","status":"publish","type":"page","link":"https:\/\/krea.edu.in\/sias\/data-science-at-krea\/","title":{"rendered":"Data Science at Krea"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"43610\" class=\"elementor elementor-43610\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f403b75 elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"f403b75\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1b8cf43\" data-id=\"1b8cf43\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-930b149 elementor-widget elementor-widget-heading\" data-id=\"930b149\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Science<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-cac80f7 elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"cac80f7\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-db23864\" data-id=\"db23864\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6f12805 elementor-section-full_width elementor-section-height-default elementor-section-height-default elementor-invisible\" data-id=\"6f12805\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-0a824e6 animated-fast\" data-id=\"0a824e6\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;none&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7066333 elementor-widget elementor-widget-heading\" data-id=\"7066333\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Degrees Awarded<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-75c3741 elementor-widget elementor-widget-heading\" data-id=\"75c3741\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">BSc - 3 Years<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0d0818 elementor-widget elementor-widget-heading\" data-id=\"d0d0818\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">BSc (Honours) - 4 Years<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d19c338 elementor-section-full_width elementor-hidden-tablet elementor-hidden-mobile elementor-section-height-default elementor-section-height-default\" data-id=\"d19c338\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;sticky&quot;:&quot;top&quot;,&quot;sticky_offset&quot;:75,&quot;sticky_effects_offset&quot;:50,&quot;sticky_on&quot;:[&quot;desktop&quot;,&quot;tablet&quot;,&quot;mobile&quot;],&quot;sticky_anchor_link_offset&quot;:0}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-11 elementor-top-column elementor-element elementor-element-9c70e7d\" data-id=\"9c70e7d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4e8f6b4 elementor-widget elementor-widget-heading\" data-id=\"4e8f6b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"#course-over\">Overview<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-11 elementor-top-column elementor-element elementor-element-70346b0\" data-id=\"70346b0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ad9be58 elementor-widget elementor-widget-heading\" data-id=\"ad9be58\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"#course-structure\">Programme Structure<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-11 elementor-top-column elementor-element elementor-element-72ce32e\" data-id=\"72ce32e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ea4460a elementor-widget elementor-widget-heading\" data-id=\"ea4460a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"#learning-outcomes\">Learning Outcomes<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-11 elementor-top-column elementor-element elementor-element-edea4c2\" data-id=\"edea4c2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c9f35c0 elementor-widget elementor-widget-heading\" data-id=\"c9f35c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"#assessment\">Assessment Methods<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-11 elementor-top-column elementor-element elementor-element-0c37d4f\" data-id=\"0c37d4f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c41ffc2 elementor-widget elementor-widget-heading\" data-id=\"c41ffc2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"#graduation\">Graduation Requirements<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-11 elementor-top-column elementor-element elementor-element-41cf8b2\" data-id=\"41cf8b2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-19461a9 elementor-widget elementor-widget-heading\" data-id=\"19461a9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"#che-lab\">\nLab<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-11 elementor-top-column elementor-element elementor-element-e3341fa\" data-id=\"e3341fa\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ba1cf0e elementor-widget elementor-widget-heading\" data-id=\"ba1cf0e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"#career\">Career and Study Opportunities<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-11 elementor-top-column elementor-element elementor-element-27bedba\" data-id=\"27bedba\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-121ec08 elementor-widget elementor-widget-heading\" data-id=\"121ec08\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"#faculty\">Faculty<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-11 elementor-top-column elementor-element elementor-element-40cc3ff\" data-id=\"40cc3ff\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f95d065 elementor-widget elementor-widget-heading\" data-id=\"f95d065\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/siasadmissions.krea.edu.in\/applynow?_gl=1*1psopv9*_ga*MTAxMjcwNzU1My4xNzYwNDk5Mjk1*_ga_DK618XVCY8*czE3NjMwOTU0ODgkbzEwMiRnMSR0MTc2MzEwMzQ0NyRqNjAkbDAkaDA\" target=\"_blank\">Apply now<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0da4d3b elementor-hidden-desktop elementor-hidden-tablet elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0da4d3b\" data-element_type=\"section\" data-e-type=\"section\" id=\"top-bar\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3a1fade\" data-id=\"3a1fade\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-442559a elementor-hidden-desktop elementor-hidden-tablet elementor-nav-menu__text-align-aside elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"442559a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;dropdown&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;i class=\\&quot;fas fa-caret-down\\&quot; aria-hidden=\\&quot;true\\&quot;&gt;&lt;\\\/i&gt;&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;toggle&quot;:&quot;burger&quot;}\" data-widget_type=\"nav-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-toggle\" role=\"button\" tabindex=\"0\" aria-label=\"Menu Toggle\" aria-expanded=\"false\">\n\t\t\t<i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--open eicon-menu-bar\"><\/i><i aria-hidden=\"true\" role=\"presentation\" class=\"elementor-menu-toggle__icon--close eicon-close\"><\/i>\t\t<\/div>\n\t\t\t\t\t<nav class=\"elementor-nav-menu--dropdown elementor-nav-menu__container\" aria-hidden=\"true\">\n\t\t\t\t<ul id=\"menu-2-442559a\" class=\"elementor-nav-menu\"><li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-43222\"><a href=\"#course-over\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Programme Overview<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-43223\"><a href=\"#course-structure\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Programme Structure<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-43224\"><a href=\"#learning-outcomes\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Learning Outcomes<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-43225\"><a href=\"#assessment\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Assessment Methods<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-43226\"><a href=\"#graduation\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Graduation Requirements<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-43227\"><a href=\"#che-lab\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Lab<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-43228\"><a href=\"#career\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Career And Study Opportunities<\/a><\/li>\n<li class=\"menu-item menu-item-type-custom menu-item-object-custom menu-item-43963\"><a href=\"#faculty\" class=\"elementor-item elementor-item-anchor\" tabindex=\"-1\">Faculty<\/a><\/li>\n<\/ul>\t\t\t<\/nav>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-83c20bd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"83c20bd\" data-element_type=\"section\" data-e-type=\"section\" id=\"course-over\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-e89b72d\" data-id=\"e89b72d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f7cc4c elementor-widget elementor-widget-heading\" data-id=\"0f7cc4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Programme overview<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1df85ff\" data-id=\"1df85ff\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d883559 elementor-widget elementor-widget-text-editor\" data-id=\"d883559\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Data Science is an interdisciplinary field that utilises techniques from statistics, computer science, and mathematics, in conjunction with domain-specific knowledge, to extract knowledge and insights from structured and unstructured data, enabling informed decision-making. Data Science can be applied in a wide range of fields, including finance, business, computational sciences, social sciences, humanities, and political science. Data Science is relevant today because we live in a data-driven world where data is ubiquitous. More notably, in the past decade, this explosion of data, coupled with the availability of affordable general-purpose tools and algorithms, has opened up opportunities for the development of specialised data analytics software and services across several domains.<\/span><\/p><p><span style=\"font-weight: 400;\">The undergraduate programme in Data Science is designed to be a rigorous, interdisciplinary programme. The programme builds on the mathematical foundations of computing, complemented by hands-on experience through project work mentored by faculty to address some of the key problems in the field of artificial intelligence (AI), computational and data sciences with applications in computational sciences, computer vision, digital agriculture, econometrics, e-commerce, environmental studies, finance, medical imaging, supply chain management, etc.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9989b82 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"9989b82\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c515e9e\" data-id=\"c515e9e\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8d1fbc1 elementor-widget elementor-widget-heading\" data-id=\"8d1fbc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">What makes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-17865ee elementor-widget elementor-widget-heading\" data-id=\"17865ee\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Science at Krea Unique<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-065e1c5 elementor-widget elementor-widget-text-editor\" data-id=\"065e1c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The Data Science programme at Krea is designed to be rigorous and interdisciplinary. The core courses have been designed to impart the necessary programming, computational, mathematical, and data analytical skills to students. The elective courses provide the necessary domain knowledge, enabling students to apply the theoretical and practical knowledge learned through the required courses in a diverse range of domains. Additionally, the undergraduate programme in Data Science incorporates cutting-edge tools and techniques employed by the industry. The courses are primarily project-based and provide students with opportunities to gain hands-on experience by analysing real-world data sets using various sophisticated tools for modeling, optimisation, data mining, and visualisation. Lastly, students are trained to conceive data through multiple branches of the sciences and humanities, which will play a vital role in approaching various interdisciplinary problems.<\/span><\/p><p><span style=\"font-weight: 400;\">One of the distinguishing aspects of our interdisciplinary programme is the opportunity for our students to work with faculty and domain experts to build on the solid analytical and conceptual foundations of computer science, statistics, and mathematics, solving real-world problems relevant to society. This is primarily driven by a research-based Capstone project in their final year, where students apply various artificial intelligence tools and techniques to solve some of the vital problems in computational sciences, business, social sciences and humanities.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-cda1386\" data-id=\"cda1386\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4d2630d elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"4d2630d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=gNNeF4tRZ_U&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-42deb31 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"42deb31\" data-element_type=\"section\" data-e-type=\"section\" id=\"course-structure\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-600d1ff\" data-id=\"600d1ff\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7eb3d62 elementor-widget elementor-widget-heading\" data-id=\"7eb3d62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Programme Structure<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d11a4ad elementor-tabs-view-horizontal elementor-widget elementor-widget-tabs\" data-id=\"d11a4ad\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-tabs\">\n\t\t\t<div class=\"elementor-tabs-wrapper\" role=\"tablist\" >\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2191\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-2191\" aria-expanded=\"false\">4 Year Single Major<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2192\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2192\" aria-expanded=\"false\">4 Year Double Major<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2193\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2193\" aria-expanded=\"false\">3-Year Single Major<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2194\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2194\" aria-expanded=\"false\">3-Year Double Major<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2195\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2195\" aria-expanded=\"false\">4-Year Minor<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2196\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2196\" aria-expanded=\"false\">3-Year Minor<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2197\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"7\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2197\" aria-expanded=\"false\">3\/4 -Year Concentration<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-2198\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"8\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2198\" aria-expanded=\"false\">Elective Courses<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-tabs-content-wrapper\" role=\"tablist\" aria-orientation=\"vertical\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-2191\" aria-expanded=\"false\">4 Year Single Major<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2191\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2191\" tabindex=\"0\" hidden=\"false\"><p>\t\t<div data-elementor-type=\"page\" data-elementor-id=\"43688\" class=\"elementor elementor-43688\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ecf31f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ecf31f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f3213ab\" data-id=\"f3213ab\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-899ac65 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"899ac65\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-516201b\" data-id=\"516201b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c8dab22 elementor-widget elementor-widget-text-editor\" data-id=\"c8dab22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Python for Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Applied Statistics<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Statistical Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Deep Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Management<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-fb1dc8c\" data-id=\"fb1dc8c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-210c7a2 elementor-widget elementor-widget-text-editor\" data-id=\"210c7a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n \t<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Structures and Algorithms<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Mathematical Foundations of Data Science<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Linear Algebra<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Calculus<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Responsible Artificial Intelligence<\/span><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d02f861\" data-id=\"d02f861\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2192\" aria-expanded=\"false\">4 Year Double Major<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2192\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2192\" tabindex=\"0\" hidden=\"hidden\"><p>\t\t<div data-elementor-type=\"page\" data-elementor-id=\"43688\" class=\"elementor elementor-43688\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ecf31f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ecf31f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f3213ab\" data-id=\"f3213ab\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-899ac65 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"899ac65\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-516201b\" data-id=\"516201b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c8dab22 elementor-widget elementor-widget-text-editor\" data-id=\"c8dab22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Python for Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Applied Statistics<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Statistical Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Deep Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Management<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-fb1dc8c\" data-id=\"fb1dc8c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-210c7a2 elementor-widget elementor-widget-text-editor\" data-id=\"210c7a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n \t<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Structures and Algorithms<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Mathematical Foundations of Data Science<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Linear Algebra<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Calculus<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Responsible Artificial Intelligence<\/span><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d02f861\" data-id=\"d02f861\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2193\" aria-expanded=\"false\">3-Year Single Major<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2193\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2193\" tabindex=\"0\" hidden=\"hidden\"><p>\t\t<div data-elementor-type=\"page\" data-elementor-id=\"43688\" class=\"elementor elementor-43688\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ecf31f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ecf31f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f3213ab\" data-id=\"f3213ab\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-899ac65 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"899ac65\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-516201b\" data-id=\"516201b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c8dab22 elementor-widget elementor-widget-text-editor\" data-id=\"c8dab22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Python for Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Applied Statistics<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Statistical Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Deep Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Management<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-fb1dc8c\" data-id=\"fb1dc8c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-210c7a2 elementor-widget elementor-widget-text-editor\" data-id=\"210c7a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n \t<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Structures and Algorithms<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Mathematical Foundations of Data Science<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Linear Algebra<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Calculus<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Responsible Artificial Intelligence<\/span><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d02f861\" data-id=\"d02f861\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2194\" aria-expanded=\"false\">3-Year Double Major<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2194\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2194\" tabindex=\"0\" hidden=\"hidden\"><p>\t\t<div data-elementor-type=\"page\" data-elementor-id=\"43688\" class=\"elementor elementor-43688\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6ecf31f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6ecf31f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f3213ab\" data-id=\"f3213ab\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-899ac65 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"899ac65\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-516201b\" data-id=\"516201b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c8dab22 elementor-widget elementor-widget-text-editor\" data-id=\"c8dab22\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Python for Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Applied Statistics<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Statistical Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Deep Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Management<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-fb1dc8c\" data-id=\"fb1dc8c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-210c7a2 elementor-widget elementor-widget-text-editor\" data-id=\"210c7a2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n \t<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Structures and Algorithms<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Mathematical Foundations of Data Science<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Linear Algebra<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Calculus<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Responsible Artificial Intelligence<\/span><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-d02f861\" data-id=\"d02f861\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2195\" aria-expanded=\"false\">4-Year Minor<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2195\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2195\" tabindex=\"0\" hidden=\"hidden\"><ul><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Python for Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Mathematical Foundations of Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Linear Algebra<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Structures and Algorithms<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Applied Statistics<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Statistical Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Deep Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Any data science or cross-listed elective (4 credits)<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2196\" aria-expanded=\"false\">3-Year Minor<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2196\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2196\" tabindex=\"0\" hidden=\"hidden\"><ul><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Python for Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Mathematical Foundations of Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Structures and Algorithms<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Applied Statistics<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Statistical Learning<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Introduction to Deep Learning<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"7\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2197\" aria-expanded=\"false\">3\/4 -Year Concentration<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2197\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"7\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2197\" tabindex=\"0\" hidden=\"hidden\"><ul><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Python for Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Mathematical Foundations of Data Science<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Data Structures and Algorithms<\/li><li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Applied Statistics<\/li><\/ul><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"8\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-2198\" aria-expanded=\"false\">Elective Courses<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-2198\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"8\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-2198\" tabindex=\"0\" hidden=\"hidden\"><p>\t\t<div data-elementor-type=\"page\" data-elementor-id=\"43680\" class=\"elementor elementor-43680\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-11b47b8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"11b47b8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6f4708c\" data-id=\"6f4708c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e75e31b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e75e31b\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-f5195e8\" data-id=\"f5195e8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e6eac9e elementor-widget elementor-widget-text-editor\" data-id=\"e6eac9e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Optimisation for Data Science<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Natural Language Processing<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Big Data Analytics<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Geometry for Computer Vision<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Numerical Methods for Data Science<\/span><\/li>\n<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Computer Vision<\/span><\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-8ffef73\" data-id=\"8ffef73\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-19a38ce elementor-widget elementor-widget-text-editor\" data-id=\"19a38ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul>\n \t<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Generative AI, Agentic AI and the importance of Responsible AI\n<\/li>\n \t<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Applied Dynamical Systems\n<\/li>\n \t<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Applied Cryptography\n<\/li>\n \t<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Advanced Statistics\n<\/li>\n \t<li style=\"font-family: merriweather; font-size: 14px; font-weight: 400;\">Business Applications of AI<\/li>\n<\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-95bc120\" data-id=\"95bc120\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/p><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-66e4a3b elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"66e4a3b\" data-element_type=\"section\" data-e-type=\"section\" id=\"learning-outcomes\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-940bd0e\" data-id=\"940bd0e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dcaf925 elementor-widget elementor-widget-heading\" data-id=\"dcaf925\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Learning\nOutcomes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-f52ced7\" data-id=\"f52ced7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-86ca535 elementor-widget elementor-widget-text-editor\" data-id=\"86ca535\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Graduates of the BSc Data Science programme at Krea University will develop a rigorous interdisciplinary foundation that integrates statistics, mathematics, computer science, and domain-specific knowledge to solve complex, real-world problems. Students will acquire the ability to collect, wrangle, and analyse structured and unstructured data using modern computational tools, while understanding the underlying mathematical and statistical principles that guide responsible data-driven decision-making.<\/span><\/p><p><span style=\"font-weight: 400;\">Students will demonstrate proficiency in programming, algorithmic thinking, and computational modelling, enabling them to design and implement analytical workflows that span data acquisition, exploratory analysis, predictive modelling, optimisation, and visualisation. Through project-based learning, they will gain hands-on experience with industry-relevant tools and techniques used in artificial intelligence, machine learning, data mining, and large-scale data processing. They will learn to evaluate models rigorously, recognise uncertainty and bias, and apply techniques that ensure fairness, transparency, and ethical integrity in data-centric applications.<\/span><\/p><p><span style=\"font-weight: 400;\">A distinguishing feature of the programme is its emphasis on approaching data problems through multiple disciplinary lenses, including the sciences, social sciences, humanities, business, and policy. Students will develop the ability to translate domain questions into formal data science problems and communicate insights effectively to diverse stakeholders through visual, written, and oral formats.<\/span><\/p><p><span style=\"font-weight: 400;\">Graduates will be equipped to undertake research-driven inquiry, culminating in a capstone project where they engage deeply with a specialised problem in AI, finance, econometrics, healthcare, social science analytics, or other emerging fields. They will be prepared for careers in analytics, machine learning, data engineering, consulting, and research, or to pursue advanced studies in data science and allied disciplines.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e6c519d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e6c519d\" data-element_type=\"section\" data-e-type=\"section\" id=\"assessment\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-04a0ad2\" data-id=\"04a0ad2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-173effe elementor-widget elementor-widget-heading\" data-id=\"173effe\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Assessment\nMethods<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-07701c2\" data-id=\"07701c2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1ecb2c1 elementor-widget elementor-widget-text-editor\" data-id=\"1ecb2c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">This course is evaluated through a combination of the following components<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Coursework<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Laboratory write-ups<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Individual research<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Reports<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Examinations<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Presentations<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f9e5166 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f9e5166\" data-element_type=\"section\" data-e-type=\"section\" id=\"graduation\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8a0cfb5\" data-id=\"8a0cfb5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e72fd78 elementor-widget elementor-widget-heading\" data-id=\"e72fd78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Graduation Requirements<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-744ffb0 elementor-widget elementor-widget-text-editor\" data-id=\"744ffb0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Data Science graduation requirements for the three-year and four-year degree programmes:<\/span><\/p><div class=\"mobile-table-scroll\">\n<div class=\"wpdt-c row wpDataTableContainerSimpleTable wpDataTables wpDataTablesWrapper\n wdtscroll\"\n    >\n        <table id=\"wpdtSimpleTable-27\"\n           style=\"border-collapse:collapse;\n                   border-spacing:0px;\"\n           class=\"wpdtSimpleTable wpDataTable\"\n           data-column=\"5\"\n           data-rows=\"3\"\n           data-wpID=\"27\"\n           data-responsive=\"0\"\n           data-has-header=\"0\">\n\n                    <tbody>        <tr class=\"wpdt-cell-row \" >\n                                <td class=\"wpdt-cell wpdt-fs-000014 wpdt-bc-275D9D wpdt-empty-cell \"\n                                            data-cell-id=\"A1\"\n                    data-col-index=\"0\"\n                    data-row-index=\"0\"\n                    style=\" width:175px;                    padding:10px;\n                    \"\n                    >\n                                                            <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014 wpdt-bc-275D9D wpdt-tc-FFFFFF\"\n                                            data-cell-id=\"B1\"\n                    data-col-index=\"1\"\n                    data-row-index=\"0\"\n                    style=\" width:225px;                    padding:10px;\n                    \"\n                    >\n                                        Credits needed to earn a <br>Single Major in Data Science                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014 wpdt-bc-4EC0E0 wpdt-tc-FFFFFF\"\n                                            data-cell-id=\"C1\"\n                    data-col-index=\"2\"\n                    data-row-index=\"0\"\n                    style=\" width:230px;                    padding:10px;\n                    \"\n                    >\n                                        Credits needed to earn a <br>Double Major in Data Science                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014 wpdt-bc-275D9D wpdt-tc-FFFFFF\"\n                                            data-cell-id=\"D1\"\n                    data-col-index=\"3\"\n                    data-row-index=\"0\"\n                    style=\" width:195px;                    padding:10px;\n                    \"\n                    >\n                                        Credits needed to earn a <br>Minor in Data Science                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014 wpdt-bc-4EC0E0 wpdt-tc-FFFFFF\"\n                                            data-cell-id=\"E1\"\n                    data-col-index=\"4\"\n                    data-row-index=\"0\"\n                    style=\" width:252px;                    padding:10px;\n                    \"\n                    >\n                                        Credits needed to earn a <br>Concentration in Data Science                    <\/td>\n                                        <\/tr>\n                            <tr class=\"wpdt-cell-row \" >\n                                <td class=\"wpdt-cell wpdt-fs-000014\"\n                                            data-cell-id=\"A2\"\n                    data-col-index=\"0\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        3-Year Programme                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014\"\n                                            data-cell-id=\"B2\"\n                    data-col-index=\"1\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        60                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014\"\n                                            data-cell-id=\"C2\"\n                    data-col-index=\"2\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        48                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014\"\n                                            data-cell-id=\"D2\"\n                    data-col-index=\"3\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        24                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014\"\n                                            data-cell-id=\"E2\"\n                    data-col-index=\"4\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        16                    <\/td>\n                                        <\/tr>\n                            <tr class=\"wpdt-cell-row \" >\n                                <td class=\"wpdt-cell wpdt-fs-000014\"\n                                            data-cell-id=\"A3\"\n                    data-col-index=\"0\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        4-Year Programme                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014\"\n                                            data-cell-id=\"B3\"\n                    data-col-index=\"1\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        80                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014 wpdt-bc-FFFFFF\"\n                                            data-cell-id=\"C3\"\n                    data-col-index=\"2\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        64                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014\"\n                                            data-cell-id=\"D3\"\n                    data-col-index=\"3\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        32                    <\/td>\n                                                <td class=\"wpdt-cell wpdt-fs-000014\"\n                                            data-cell-id=\"E3\"\n                    data-col-index=\"4\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        16                    <\/td>\n                                        <\/tr>\n                    <\/table>\n<\/div><style id='wpdt-custom-style-27'>\n.wpdt-fs-000014 { font-size: 14px !important;}\n.wpdt-bc-275D9D { background-color: #275D9D !important;}\n.wpdt-tc-FFFFFF { color: #FFFFFF !important;}\n.wpdt-bc-4EC0E0 { background-color: #4EC0E0 !important;}\n.wpdt-bc-FFFFFF { background-color: #FFFFFF !important;}\n<\/style>\n<\/div><p><span style=\"font-weight: 400;\">Data Science graduation requirements for the three-year and four-year degree programmes:<\/span><\/p><div class=\"mobile-table-scroll\">\n<div class=\"wpdt-c row wpDataTableContainerSimpleTable wpDataTables wpDataTablesWrapper\n wdtscroll\"\n    >\n        <table id=\"wpdtSimpleTable-28\"\n           style=\"border-collapse:collapse;\n                   border-spacing:0px;\"\n           class=\"wpdtSimpleTable wpDataTable\"\n           data-column=\"9\"\n           data-rows=\"4\"\n           data-wpID=\"28\"\n           data-responsive=\"0\"\n           data-has-header=\"0\">\n\n                    <tbody>        <tr class=\"wpdt-cell-row \" >\n                                <td class=\"wpdt-cell wpdt-bc-275D9D wpdt-empty-cell \"\n                                            data-cell-id=\"A1\"\n                    data-col-index=\"0\"\n                    data-row-index=\"0\"\n                    style=\" width:172px;                    padding:10px;\n                    \"\n                    >\n                                                            <\/td>\n                                                <td class=\"wpdt-cell wpdt-bc-275D9D wpdt-tc-FFFFFF wpdt-merged-cell \"\n                     colspan=\"2\"  rowspan=\"1\"                     data-cell-id=\"B1\"\n                    data-col-index=\"1\"\n                    data-row-index=\"0\"\n                    style=\" width:208px;                    padding:10px;\n                    \"\n                    >\n                                        Single Major                    <\/td>\n                                                            <td class=\"wpdt-cell wpdt-bc-4EC0E0 wpdt-tc-FFFFFF wpdt-merged-cell \"\n                     colspan=\"2\"  rowspan=\"1\"                     data-cell-id=\"D1\"\n                    data-col-index=\"3\"\n                    data-row-index=\"0\"\n                    style=\" width:206px;                    padding:10px;\n                    \"\n                    >\n                                        Double Major                    <\/td>\n                                                            <td class=\"wpdt-cell wpdt-bc-275D9D wpdt-tc-FFFFFF wpdt-merged-cell \"\n                     colspan=\"2\"  rowspan=\"1\"                     data-cell-id=\"F1\"\n                    data-col-index=\"5\"\n                    data-row-index=\"0\"\n                    style=\" width:210px;                    padding:10px;\n                    \"\n                    >\n                                        Minor                    <\/td>\n                                                            <td class=\"wpdt-cell wpdt-bc-4EC0E0 wpdt-tc-FFFFFF wpdt-merged-cell \"\n                     colspan=\"2\"  rowspan=\"1\"                     data-cell-id=\"H1\"\n                    data-col-index=\"7\"\n                    data-row-index=\"0\"\n                    style=\" width:202px;                    padding:10px;\n                    \"\n                    >\n                                        Concentration                    <\/td>\n                                                    <\/tr>\n                            <tr class=\"wpdt-cell-row \" >\n                                <td class=\"wpdt-cell  wpdt-empty-cell \"\n                                            data-cell-id=\"A2\"\n                    data-col-index=\"0\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                                            <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"B2\"\n                    data-col-index=\"1\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        Required                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"C2\"\n                    data-col-index=\"2\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        Elective                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"D2\"\n                    data-col-index=\"3\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        Required                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"E2\"\n                    data-col-index=\"4\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        Elective                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"F2\"\n                    data-col-index=\"5\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        Required                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"G2\"\n                    data-col-index=\"6\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        Elective                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"H2\"\n                    data-col-index=\"7\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        Required                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"I2\"\n                    data-col-index=\"8\"\n                    data-row-index=\"1\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        Elective                    <\/td>\n                                        <\/tr>\n                            <tr class=\"wpdt-cell-row \" >\n                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"A3\"\n                    data-col-index=\"0\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        3-Year Programme                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"B3\"\n                    data-col-index=\"1\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        44                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"C3\"\n                    data-col-index=\"2\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        16                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"D3\"\n                    data-col-index=\"3\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        44                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"E3\"\n                    data-col-index=\"4\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        4                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"F3\"\n                    data-col-index=\"5\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        24                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"G3\"\n                    data-col-index=\"6\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        0                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"H3\"\n                    data-col-index=\"7\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        16                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"I3\"\n                    data-col-index=\"8\"\n                    data-row-index=\"2\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        00                    <\/td>\n                                        <\/tr>\n                            <tr class=\"wpdt-cell-row \" >\n                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"A4\"\n                    data-col-index=\"0\"\n                    data-row-index=\"3\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        4-Year Programme                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"B4\"\n                    data-col-index=\"1\"\n                    data-row-index=\"3\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        44                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"C4\"\n                    data-col-index=\"2\"\n                    data-row-index=\"3\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        36                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"D4\"\n                    data-col-index=\"3\"\n                    data-row-index=\"3\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        44                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"E4\"\n                    data-col-index=\"4\"\n                    data-row-index=\"3\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        20                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"F4\"\n                    data-col-index=\"5\"\n                    data-row-index=\"3\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        28                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"G4\"\n                    data-col-index=\"6\"\n                    data-row-index=\"3\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        4                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"H4\"\n                    data-col-index=\"7\"\n                    data-row-index=\"3\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        16                    <\/td>\n                                                <td class=\"wpdt-cell \"\n                                            data-cell-id=\"I4\"\n                    data-col-index=\"8\"\n                    data-row-index=\"3\"\n                    style=\"                    padding:10px;\n                    \"\n                    >\n                                        00                    <\/td>\n                                        <\/tr>\n                    <\/table>\n<\/div><style id='wpdt-custom-style-28'>\n.wpdt-bc-275D9D { background-color: #275D9D !important;}\n.wpdt-tc-FFFFFF { color: #FFFFFF !important;}\n.wpdt-bc-4EC0E0 { background-color: #4EC0E0 !important;}\n<\/style>\n<\/div><p><span style=\"font-weight: 400;\">To earn a Data Science Major, Minor, or Concentration, students must complete the required and elective credits in Data Science courses as indicated above.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7f8fc45 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"7f8fc45\" data-element_type=\"section\" data-e-type=\"section\" id=\"che-lab\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6f6d8c2\" data-id=\"6f6d8c2\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bb7a229 elementor-widget elementor-widget-heading\" data-id=\"bb7a229\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Science Lab<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c7a001 elementor-widget elementor-widget-text-editor\" data-id=\"2c7a001\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The Data Science Lab provides GPU-enabled workstations for hands-on machine learning in required and elective courses. Students explore data, build models, and run experiments using JupyterLab\/Anaconda Navigator with popular Python and R libraries (PyTorch, scikit-learn, etc.). For workloads that require more power, our on-campus HPC cluster offers high-performance computing and GPU acceleration, ideal for deep learning training and other computationally intensive tasks. The cluster is accessible both on campus and remotely via a secure VPN, allowing students to launch longer jobs, monitor progress, and retrieve results from anywhere. Together, the Lab and HPC let students turn classroom ideas into large-scale results with speed and confidence.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-afdccc7\" data-id=\"afdccc7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5bf2173 elementor-widget__width-initial elementor-widget elementor-widget-video\" data-id=\"5bf2173\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=jWVmwRDbK6Y&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ce33d2d elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"ce33d2d\" data-element_type=\"section\" data-e-type=\"section\" id=\"career\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0c56f1f\" data-id=\"0c56f1f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9e978ab elementor-widget elementor-widget-heading\" data-id=\"9e978ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Career and Study Opportunities<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c28012a elementor-widget elementor-widget-text-editor\" data-id=\"c28012a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">The Data Science graduate will be prepared by the programme to analyse and interpret data through the sciences and humanities, enabling them to address complex interdisciplinary problems across research, industry, and policy.<\/span><\/p><p><b>Partnerships<\/b><\/p><p><span style=\"font-weight: 400;\">Krea University has partnerships with leading universities in India and abroad, offering students pathways for higher education and research. These collaborations create opportunities for postgraduate study, academic exchange, and continued learning across disciplines. Know <\/span><a href=\"https:\/\/krea.edu.in\/partnership\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">more<\/span><\/a><\/p><p><b>Higher Education Pathways: <\/b><span style=\"font-weight: 400;\">MSc\/PhD in Data Science, Artificial Intelligence, Machine Learning, Generative AI, Business Analytics, Big Data Analytics, Computational Statistics, Data Engineering, Cybersecurity and Data Privacy, MBA (with Data\/Analytics or Tech specialisation), and more.<\/span><\/p><p><b>Job roles: <\/b><span style=\"font-weight: 400;\">Statistician, Data Analyst, Data Scientist, Data Engineer, Machine learning engineer and more.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-a66b8c8 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"a66b8c8\" data-element_type=\"section\" data-e-type=\"section\" id=\"faculty\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-2f7206b\" data-id=\"2f7206b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9cde403 elementor-widget elementor-widget-heading\" data-id=\"9cde403\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Faculty<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3c358d elementor-tabs-alignment-center elementor-tabs-view-horizontal elementor-widget elementor-widget-tabs\" data-id=\"b3c358d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-tabs\">\n\t\t\t<div class=\"elementor-tabs-wrapper\" role=\"tablist\" >\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1881\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1881\" aria-expanded=\"false\">Faculty<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1882\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1882\" aria-expanded=\"false\">Visiting Faculty<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-tabs-content-wrapper\" role=\"tablist\" aria-orientation=\"vertical\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1881\" aria-expanded=\"false\">Faculty<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1881\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1881\" tabindex=\"0\" hidden=\"false\"><p>\u00a0<\/p><p><div id=\"awsm-team-44611\" class=\"awsm-grid-wrapper\">\n\t\t\n\t\t\t<div class=\"awsm-grid cards-style style-4 grid-5-col \">\n\t\t\t\t\t\t<div id=\"awsm-member-44611-28577\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all awsm-200 awsm-55 awsm-68\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img fetchpriority=\"high\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2023\/05\/shyam_kumar_sudhakar.jpg\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Dr Shyam Kumar Sudhakar<\/h3><span>Associate Professor, Biological Sciences<\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:shyamkumar.sudhakar@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/dr-shyam-kumar-sudhakar\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div id=\"awsm-member-44611-47271\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all awsm-55\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2026\/02\/Avishek.jpg\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Dr Avishek Majumder<\/h3><span>Assistant Professor, Data Science<\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:avishek.majumder@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/dr-avishek-majumder\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1882\" aria-expanded=\"false\">Visiting Faculty<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1882\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1882\" tabindex=\"0\" hidden=\"hidden\"><p><div id=\"awsm-team-43811\" class=\"awsm-grid-wrapper\">\n\t\t\n\t\t\t<div class=\"awsm-grid cards-style style-4 grid-5-col \">\n\t\t\t\t\t\t<div id=\"awsm-member-43811-41223\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2024\/08\/Brijesh.jpg\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Dr Brijesh Kumar Jha<\/h3><span>Visiting Assistant Professor, Data Science<\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:brijeshkumar.jha@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/dr-brijesh-kumar-jha\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div id=\"awsm-member-43811-41785\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2025\/07\/Shankar-500x500.jpg\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Professor\u00a0Shankar Subramanian<\/h3><span>Visiting Professor, Data Science<\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:sankara.subramanian@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/professor-shankar-subramanian\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div id=\"awsm-member-43811-41855\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2025\/08\/Srinivas-Padmanabhuni.jpg\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Professor Srinivas Padmanabhuni<\/h3><span>Visiting Professor, Data Science <\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:srinivas.padmanabhuni@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/professor-srinivas-padmanabhuni\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div id=\"awsm-member-43811-42461\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all awsm-55\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2025\/10\/naveen-prabakaran.png\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Dr Naveen Prabhakar\u00a0<\/h3><span>Visiting Assistant Professor, Data Science<\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:naveen.prabhakar@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/dr-naveen-prabhakar\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/p><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef86b51 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-text-editor\" data-id=\"ef86b51\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><div id=\"awsm-team-43811\" class=\"awsm-grid-wrapper\">\n\t\t\n\t\t\t<div class=\"awsm-grid cards-style style-4 grid-5-col \">\n\t\t\t\t\t\t<div id=\"awsm-member-43811-41223\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2024\/08\/Brijesh.jpg\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Dr Brijesh Kumar Jha<\/h3><span>Visiting Assistant Professor, Data Science<\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:brijeshkumar.jha@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/dr-brijesh-kumar-jha\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div id=\"awsm-member-43811-41785\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2025\/07\/Shankar-500x500.jpg\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Professor\u00a0Shankar Subramanian<\/h3><span>Visiting Professor, Data Science<\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:sankara.subramanian@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/professor-shankar-subramanian\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div id=\"awsm-member-43811-41855\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2025\/08\/Srinivas-Padmanabhuni.jpg\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Professor Srinivas Padmanabhuni<\/h3><span>Visiting Professor, Data Science <\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:srinivas.padmanabhuni@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/professor-srinivas-padmanabhuni\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div id=\"awsm-member-43811-42461\" class=\"awsm-grid-card awsm-team-item awsm-scale-anm awsm-all awsm-55\">\n\t\t\t\t   <figure>\n\t\t\t\t\t\t\t\t\t\t <img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"500\" src=\"https:\/\/www-cdn.krea.edu.in\/sias\/2025\/10\/naveen-prabakaran.png\" class=\"attachment-awsm_team size-awsm_team wp-post-image\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t <figcaption class=\"awsm-figcaption\">\n\t\t\t\t\t\t\t<div class=\"awsm-personal-info\"><h3>Dr Naveen Prabhakar\u00a0<\/h3><span>Visiting Assistant Professor, Data Science<\/span><\/div>\n\t\t\t\t\t\t\t<div class=\"awsm-contact-info\">\n\t\t\t\t\t\t\t\t<div class=\"awsm-social-icons\"><span><a href=\"mailto:naveen.prabhakar@krea.edu.in\" target=\"_blank\"><i class=\"awsm-icon-mail\" aria-hidden=\"true\"><\/i><\/a><\/span><span><a href=\"https:\/\/krea.edu.in\/sias\/dr-naveen-prabhakar\/\" target=\"_blank\"><i class=\"awsm-icon-link\" aria-hidden=\"true\"><\/i><\/a><\/span><\/div>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t <\/figcaption>\n\t\t\t\t   <\/figure>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-032145c elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"032145c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-56d114e\" data-id=\"56d114e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-18b4570 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url(https:\/\/www-cdn.krea.edu.in\/sias\/2026\/03\/eve-thumbnail-icon-27.png)\">\n                        <!-- Hide in list View \/\/ Show in Box View -->\n                                                <div class=\"wpem-event-date\">\n                            <div class=\"wpem-event-date-type\">\n                                                                    <div class=\"wpem-from-date\">\n                                        <div class=\"wpem-date\">18<\/div>\n                                        <div class=\"wpem-month\">Mar<\/div>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                        <!-- Hide in list View \/\/ Show in Box View -->\n                    <\/div>\n                <\/div>\n\n                <div class=\"wpem-event-infomation\">\n                    <div class=\"wpem-event-date\">\n                        <div class=\"wpem-event-date-type\">\n                                                            <div class=\"wpem-from-date\">\n                                    <div class=\"wpem-date\">18<\/div>\n                                    <div class=\"wpem-month\">Mar<\/div>\n                                <\/div>\n                                                    <\/div>\n                    <\/div>\n\n                    <div class=\"wpem-event-details\">\n                                                <div class=\"wpem-event-title\">\n                            <h3 class=\"wpem-heading-text\">A Talk on &#8216;Anatomy of a Distributed AI System&#8217;<\/h3>\n                        <\/div>\n\n                        <div class=\"wpem-event-date-time\">\n                            <span class=\"wpem-event-date-time-text\">\n                                18-03-2026                                 @ 02:30 PM - 04:00 PM                            <\/span>\n                        <\/div>\n                        <div class=\"wpem-event-location\">\n                            <span class=\"wpem-event-location-text\">\n                                JSW-2F, Krea University                            <\/span>\n                        <\/div>\n                        \n                        <!-- Show in list View \/\/ Hide in Box View -->\n                                                <!-- Show in list View \/\/ Hide in Box View -->\n                                            <\/div>\n                <\/div>\n            <\/a>\n        <\/div>\n    <\/div>\n<\/div><div class=\"wpem-event-box-col wpem-col wpem-col-12 wpem-col-md-6 wpem-col-lg-4\">\n    <!----- wpem-col-lg-4 value can be change by admin settings ------->\n    <div class=\"wpem-event-layout-wrapper\">\n        <div class=\"event_listing post-42633 type-event_listing status-publish has-post-thumbnail hentry event_listing_category-data-science entry\">\n            <a href=\"https:\/\/krea.edu.in\/sias\/event\/a-talk-on-decoding-biomedical-data-with-machine-learning-challenges-pitfalls-on-the-road-to-impact\/\" class=\"wpem-event-action-url event-style-color \">\n                <div class=\"wpem-event-banner\">\n                    <div class=\"wpem-event-banner-img\" style=\"background-image: url(https:\/\/www-cdn.krea.edu.in\/sias\/2025\/10\/Pic1-Shyam-Kumar-Sudhakar.jpg)\">\n                        <!-- Hide in list View \/\/ Show in Box View -->\n                                                <div class=\"wpem-event-date\">\n                            <div class=\"wpem-event-date-type\">\n                                                                    <div class=\"wpem-from-date\">\n                                        <div class=\"wpem-date\">28<\/div>\n                                        <div class=\"wpem-month\">Oct<\/div>\n                                    <\/div>\n                                                            <\/div>\n                        <\/div>\n                        <!-- Hide in list View \/\/ Show in Box View -->\n                    <\/div>\n                <\/div>\n\n                <div class=\"wpem-event-infomation\">\n                    <div class=\"wpem-event-date\">\n                        <div class=\"wpem-event-date-type\">\n                                                            <div class=\"wpem-from-date\">\n                                    <div class=\"wpem-date\">28<\/div>\n                                    <div class=\"wpem-month\">Oct<\/div>\n                                <\/div>\n                                                    <\/div>\n                    <\/div>\n\n                    <div class=\"wpem-event-details\">\n                                                <div class=\"wpem-event-title\">\n                            <h3 class=\"wpem-heading-text\">A Talk on &#8220;Decoding Biomedical Data with Machine Learning \u2014 Challenges &amp; Pitfalls on the Road to Impact<\/h3>\n                        <\/div>\n\n                        <div class=\"wpem-event-date-time\">\n                            <span class=\"wpem-event-date-time-text\">\n                                28-10-2025                                 @ 02:30 PM - 04:20 PM                            <\/span>\n                        <\/div>\n                        <div class=\"wpem-event-location\">\n                            <span class=\"wpem-event-location-text\">\n                                JSW-2F, Krea University                            <\/span>\n                        <\/div>\n                        \n                        <!-- Show in list View \/\/ Hide in Box View -->\n                                                <!-- Show in list View \/\/ Hide in Box View -->\n                                            <\/div>\n                <\/div>\n            <\/a>\n        <\/div>\n    <\/div>\n<\/div><\/div>\n\t\t\t\t<div id=\"load_more_events_loader\">\n\t\t\t\t\t<a class=\"load_more_events\" id=\"load_more_events\" href=\"#\" ><strong>Load more listings<\/strong><\/a>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-fb75897\" data-id=\"fb75897\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ab44263 elementor-widget elementor-widget-video\" data-id=\"ab44263\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=U5unBUrmBR4&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f030d76 elementor-widget elementor-widget-text-editor\" data-id=\"f030d76\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><span style=\"font-weight: 400;\">Discover how <\/span><span style=\"font-weight: 400;\">Dheer Panjwani\u2019s <\/span><span style=\"font-weight: 400;\">selected his Data Science major, what makes this discipline unique, the key lessons he learned, his future aspirations, and his words of wisdom for freshers.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-048b523\" data-id=\"048b523\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4b5f1ee elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b5f1ee\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-331f448\" data-id=\"331f448\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f184731 elementor-widget elementor-widget-spacer\" data-id=\"f184731\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1ad8dfb\" data-id=\"1ad8dfb\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-eb6e1c0 elementor-widget elementor-widget-text-editor\" data-id=\"eb6e1c0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"font-size: 12px;\">\u201cDuring the summer break of 24 &#8211; 25, I worked as a Data Science Intern at Coreflex Solutions. It was a great opportunity not only to apply my knowledge in Data Science, but also to work alongside industry experts to understand the current real-world needs in the job market. My tenure was 2 months where I worked on a few projects involving data manipulation and AI. The courses I had done previously at Krea gave me a very good base to use when dealing with more complex topics in Data Science and similar domains. The internship pushed me to manage my time well and communicate effectively to work smoothly with a team.\u201d<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ee7a0d elementor-widget elementor-widget-heading\" data-id=\"9ee7a0d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Rohan Kalia<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-932f23c elementor-widget elementor-widget-heading\" data-id=\"932f23c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Cohort of 2023-27, SIAS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Data Science Degrees Awarded BSc &#8211; 3 Years BSc (Honours) &#8211; 4 Years Overview Programme Structure Learning Outcomes Assessment Methods Graduation Requirements Lab Career and Study Opportunities Faculty Apply now Programme overview Data Science is an interdisciplinary field that utilises techniques from statistics, computer science, and mathematics, in conjunction with domain-specific knowledge, to extract knowledge &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/krea.edu.in\/sias\/data-science-at-krea\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Data Science at Krea&#8221;<\/span><\/a><\/p>\n","protected":false},"author":10,"featured_media":34965,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-43610","page","type-page","status-publish","has-post-thumbnail","hentry","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - 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