{"id":73716,"date":"2025-09-30T02:35:41","date_gmt":"2025-09-30T06:35:41","guid":{"rendered":"https:\/\/pupr.edu\/?page_id=73716"},"modified":"2026-03-19T21:45:59","modified_gmt":"2026-03-20T01:45:59","slug":"data-science-fundamentals-in-machine-learning-data-engineering-and-deep-learning","status":"publish","type":"page","link":"https:\/\/pupr.edu\/es\/data-science-fundamentals-in-machine-learning-data-engineering-and-deep-learning\/","title":{"rendered":"Data Science Fundamentals in Machine Learning, Data Engineering, and Deep Learning"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"73716\" class=\"elementor elementor-73716\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-4af15d50 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4af15d50\" data-element_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=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-40d58121\" data-id=\"40d58121\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-6abdc88d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6abdc88d\" data-element_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=\"has_eae_slider elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-b2d8ed8\" data-id=\"b2d8ed8\" data-element_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-70b596d1 elementor-widget elementor-widget-image\" data-id=\"70b596d1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"1280\" src=\"https:\/\/pupr.edu\/wp-content\/uploads\/2025\/09\/Data-Science-in-Machine-Learning.jpg\" class=\"attachment-full size-full wp-image-73724\" alt=\"\" srcset=\"https:\/\/pupr.edu\/wp-content\/uploads\/2025\/09\/Data-Science-in-Machine-Learning.jpg 1920w, https:\/\/pupr.edu\/wp-content\/uploads\/2025\/09\/Data-Science-in-Machine-Learning-768x512.jpg 768w, https:\/\/pupr.edu\/wp-content\/uploads\/2025\/09\/Data-Science-in-Machine-Learning-1536x1024.jpg 1536w, https:\/\/pupr.edu\/wp-content\/uploads\/2025\/09\/Data-Science-in-Machine-Learning-18x12.jpg 18w, https:\/\/pupr.edu\/wp-content\/uploads\/2025\/09\/Data-Science-in-Machine-Learning-24x16.jpg 24w, https:\/\/pupr.edu\/wp-content\/uploads\/2025\/09\/Data-Science-in-Machine-Learning-36x24.jpg 36w, https:\/\/pupr.edu\/wp-content\/uploads\/2025\/09\/Data-Science-in-Machine-Learning-48x32.jpg 48w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/>\t\t\t\t\t\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"has_eae_slider elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-226a7a5d\" data-id=\"226a7a5d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-574e7853 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"574e7853\" data-element_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=\"has_eae_slider elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-1e6ef866\" data-id=\"1e6ef866\" data-element_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-2c731923 elementor-widget elementor-widget-heading\" data-id=\"2c731923\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Undergraduate Micro-Credential<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-256aa722 elementor-widget elementor-widget-heading\" data-id=\"256aa722\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Data Science Fundamentals in Machine Learning, Data Engineering, and Deep Learning<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-289e85a9 elementor-widget__width-auto elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-heading\" data-id=\"289e85a9\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">COURSES AVAILABLE ONLINE<\/h3>\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<div class=\"elementor-element elementor-element-f534b86 elementor-widget elementor-widget-text-editor\" data-id=\"f534b86\" data-element_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<div class='widget-content'><p>The Micro-Credential in Data Science Fundamentals provides a dynamic pathway into one of today\u2019s most in-demand fields. Covering Machine Learning, Data Engineering, and Deep Learning, this program equips learners with the critical skills needed to turn raw data into powerful insights.<\/p><\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c1e2bea elementor-widget__width-auto elementor-widget elementor-widget-button\" data-id=\"2c1e2bea\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/pupr.elluciancrmrecruit.com\/Apply\/Account\/Login?ReturnUrl=%2fapply\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">APPLY NOW<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\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-f4a9e51 elementor-widget__width-auto elementor-widget elementor-widget-button\" data-id=\"f4a9e51\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/pupr.edu\/es\/contact\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">CONTACT US<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-5f25db6 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5f25db6\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2351b316\" data-id=\"2351b316\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"has_eae_slider elementor-section elementor-inner-section elementor-element elementor-element-12335577 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"12335577\" data-element_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=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-72514267\" data-id=\"72514267\" data-element_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-108d9a88 elementor-absolute hide_video_head elementor-hidden-mobile elementor-widget elementor-widget-heading\" data-id=\"108d9a88\" data-element_type=\"widget\" data-settings=\"{&quot;_position&quot;:&quot;absolute&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">WATCH THE OVERVIEW VIDEO<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ed9bc8a single_video_section elementor-widget elementor-widget-video\" data-id=\"2ed9bc8a\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=XHOmBV4js_E&quot;,&quot;show_image_overlay&quot;:&quot;yes&quot;,&quot;image_overlay&quot;:{&quot;url&quot;:&quot;https:\\\/\\\/www.pupr.edu\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/Group-6946-1.png&quot;,&quot;id&quot;:46660,&quot;size&quot;:&quot;&quot;,&quot;alt&quot;:&quot;&quot;,&quot;source&quot;:&quot;library&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<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t\t\t<div class=\"elementor-custom-embed-image-overlay\" style=\"background-image: url(https:\/\/pupr.edu\/wp-content\/uploads\/2023\/07\/Group-6946-1.png);\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-custom-embed-play\" role=\"button\" aria-label=\"Reproducir v\u00eddeo\" tabindex=\"0\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-play\"><\/i>\t\t\t\t\t\t\t<span class=\"elementor-screen-only\">Reproducir v\u00eddeo<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\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=\"has_eae_slider elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-7fca8365\" data-id=\"7fca8365\" data-element_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-55e20f4d elementor-widget elementor-widget-heading\" data-id=\"55e20f4d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Visit the<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2c3d2614 elementor-widget elementor-widget-heading\" data-id=\"2c3d2614\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Graduate Certificate in Digital Forensics\n<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e3dd127 elementor-widget elementor-widget-text-editor\" data-id=\"5e3dd127\" data-element_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<div class='widget-content'>Get to know the Professors, see on-going events and find out about student associations that YOU can be a part of and more.<\/div>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25098493 elementor-widget__width-auto elementor-mobile-align-center elementor-widget elementor-widget-button\" data-id=\"25098493\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">GO TO DEPARTMENT<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\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<div class=\"elementor-element elementor-element-1e052eb0 elementor-widget elementor-widget-heading\" data-id=\"1e052eb0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Learn from experts in their fields<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b99e5d9 elementor-testimonial--layout-image_above testimonial_box elementor-testimonial--skin-default elementor-testimonial--align-center elementor-pagination-type-bullets elementor-widget elementor-widget-testimonial-carousel\" data-id=\"5b99e5d9\" data-element_type=\"widget\" data-settings=\"{&quot;slides_per_view&quot;:&quot;6&quot;,&quot;slides_to_scroll&quot;:&quot;1&quot;,&quot;space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:0,&quot;sizes&quot;:[]},&quot;space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;pagination&quot;:&quot;bullets&quot;,&quot;speed&quot;:500,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;loop&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]}}\" data-widget_type=\"testimonial-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t<div class=\"elementor-main-swiper swiper\">\n\t\t\t\t<div class=\"swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tDr.Christian Vargas, PhD \t\t\t\t\t<\/div>\n\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__title\">Department Director<\/span><\/cite>\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/pupr.edu\/wp-content\/uploads\/2023\/07\/Group-6934.png\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tEdgardo Rivera\t\t\t\t\t<\/div>\n\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__title\">Physics Professor<\/span><\/cite>\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/pupr.edu\/wp-content\/uploads\/2023\/07\/Group-6935.png\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tFrancisco Mori\t\t\t\t\t<\/div>\n\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__title\">Civil Engineer<\/span><\/cite>\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/pupr.edu\/wp-content\/uploads\/2023\/07\/Group-6936-1.png\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tLuis Montero\t\t\t\t\t<\/div>\n\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__title\">Civil Engineer<\/span><\/cite>\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/pupr.edu\/wp-content\/uploads\/2023\/07\/Group-6937.png\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tJovan Rodr\u00edguez\t\t\t\t\t<\/div>\n\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__title\">Arquitect<\/span><\/cite>\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/pupr.edu\/wp-content\/uploads\/2023\/07\/Group-6938.png\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial\">\n\t\t\t\t\t\t\t<div class=\"elementor-testimonial__content\">\n\t\t\t\t\t<div class=\"elementor-testimonial__text\">\n\t\t\t\t\t\tSheila Miranda\t\t\t\t\t<\/div>\n\t\t\t\t\t<cite class=\"elementor-testimonial__cite\"><span class=\"elementor-testimonial__title\">Environmental Analyst<\/span><\/cite>\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-testimonial__footer\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-testimonial__image\">\n\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/pupr.edu\/wp-content\/uploads\/2023\/07\/Group-6939.png\" alt=\"\">\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\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=\"has_eae_slider elementor-section elementor-top-section elementor-element elementor-element-306a35a8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"306a35a8\" data-element_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=\"has_eae_slider elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-56bf9fc\" data-id=\"56bf9fc\" data-element_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-31ce75e1 degree_tabs_UI elementor-tabs-view-horizontal elementor-widget elementor-widget-tabs\" data-id=\"31ce75e1\" data-element_type=\"widget\" data-widget_type=\"tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\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-8351\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-8351\" aria-expanded=\"false\">Overview<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-8352\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-8352\" aria-expanded=\"false\">Key Decision Factors<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-8353\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-8353\" aria-expanded=\"false\"> Curriculum Sequence<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-8354\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-8354\" aria-expanded=\"false\">Faculty <\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-8355\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-8355\" aria-expanded=\"false\">Career Opportunities<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-8356\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-8356\" aria-expanded=\"false\">Contact Us<\/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-8351\" aria-expanded=\"false\">Overview<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-8351\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-8351\" tabindex=\"0\" hidden=\"false\"><div class='widget-content'><h1><strong>Overview<\/strong><\/h1><div>The Micro-Credential in Data Science Fundamentals, encompassing Machine Learning, Data Engineering, and Deep Learning, equips students with essential and highly sought-after skills in data analysis, machine learning, data engineering, and deep learning.<\/div><div>\u00a0<\/div><div>Through four specialized courses, you will gain practical competencies in programming, statistical analysis, data manipulation and visualization, machine learning, and big data technologies. This program combines theory and practice, enabling you to apply what you learn to real-world projects and enhance your competitiveness in the job market.<\/div><\/div><\/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-8352\" aria-expanded=\"false\">Key Decision Factors<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-8352\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-8352\" tabindex=\"0\" hidden=\"hidden\"><div class='widget-content'><h1>Key Decision Factors<\/h1><ul><li><strong>Specialized curriculum:<\/strong> Covers Machine Learning, Data Engineering I &amp; II, and Deep Learning.<\/li><li><strong>Flexible duration:<\/strong> Can be completed in three trimesters by taking two courses per term.<\/li><li><strong>Prerequisites:<\/strong> Prior knowledge of statistics and intermediate-level programming required.<\/li><li><strong>Official recognition:<\/strong> Approved by the Board of Postsecondary Institutions of Puerto Rico.<\/li><li><strong>Professional value:<\/strong> Increases employability, offers competitive salaries, and provides industry-aligned skills in technology and artificial intelligence.<\/li><li><strong>Expert faculty:<\/strong> Instructors with expertise in statistics, AI, and data engineering.<\/li><\/ul><\/div><\/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-8353\" aria-expanded=\"false\"> Curriculum Sequence<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-8353\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-8353\" tabindex=\"0\" hidden=\"hidden\"><div class='widget-content'><h1><strong>Curriculum Sequence<\/strong><\/h1><div><ul><li><strong>CECS 3216 (3 credits)<\/strong> \u2013 Machine Learning<\/li><li><strong>CECS 3218 (3 credits)<\/strong> \u2013 Data Engineering for Machine Learning I<\/li><li><strong>CECS 4224 (3 credits)<\/strong> \u2013 Deep Learning<\/li><li><strong>CECS 4232 (3 credits)<\/strong> \u2013 Data Engineering for Machine Learning II<\/li><li>Pre-Requisites<ul><li>ENGI 2270 ENGINEERING PROBABILITY AND STATISTICS<\/li><li>EE 2010 Computational Methods in Electrical &amp; Computer Engineering<\/li><li>CS 3010 Numerical Analysis for CS Majors\u00a0<\/li><\/ul><\/li><\/ul><\/div><\/div><\/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-8354\" aria-expanded=\"false\">Faculty <\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-8354\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-8354\" tabindex=\"0\" hidden=\"hidden\"><div class='widget-content'><h1><strong>Faculty<\/strong><\/h1><div><ul><li>Dr. Luis M. Vicente<\/li><li>Prof. Jesiel J. Carro<\/li><li>Prof. Jos\u00e9 R. De la Cruz<\/li><\/ul><\/div><\/div><\/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-8355\" aria-expanded=\"false\">Career Opportunities<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-8355\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-8355\" tabindex=\"0\" hidden=\"hidden\"><div class='widget-content'><h1><strong>Career Opportunities<\/strong><\/h1><div><p>This micro-credential prepares you to enter one of the fastest-growing fields worldwide. Possible career paths include:<\/p><ul><li>Data Analyst<\/li><li>Data Scientist<\/li><li>Data Engineer<\/li><li>Machine Learning Specialist<\/li><li>Deep Learning Solutions Developer<\/li><li>AI and Big Data Consultant<\/li><\/ul><p>Graduates will be ready to contribute to technology companies, e-commerce, banking, healthcare, telecommunications, and any sector that relies on strategic data management.<\/p><p><strong>\u00a0<\/strong><\/p><\/div><\/div><\/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-8356\" aria-expanded=\"false\">Contact Us<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-8356\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-8356\" tabindex=\"0\" hidden=\"hidden\"><div class='widget-content'><h1><strong>Contact Us<\/strong><\/h1><div><strong>Dr. Luis M. Vicente<\/strong><\/div><div>ECECS Director<\/div><div>(787) 622-8000 ext 340<\/div><div><a href=\"mailto:lvicente@pupr.edu\">lvicente@pupr.edu<\/a><\/div><\/div><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\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<\/div>","protected":false},"excerpt":{"rendered":"Undergraduate Micro-Credential Data Science Fundamentals in Machine Learning, Data Engineering, and Deep Learning COURSES AVAILABLE ONLINE The Micro-Credential in Data Science Fundamentals provides a dynamic pathway into one of today\u2019s most in-demand fields. Covering Machine Learning, Data Engineering, and Deep Learning, this program equips learners with the critical skills needed to turn raw data into [&hellip;]","protected":false},"author":11,"featured_media":73724,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-singleprogram23.php","meta":{"_acf_changed":false,"inline_featured_image":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"ngg_post_thumbnail":0,"footnotes":""},"program-categories":[187,192,24,19],"degree-categories":[],"class_list":["post-73716","page","type-page","status-publish","has-post-thumbnail","hentry","program-categories-microcredentials-engineering","program-categories-micro-credentials","program-categories-engineering-undergraduate","program-categories-undergraduate"],"acf":[],"_links":{"self":[{"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/pages\/73716","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/comments?post=73716"}],"version-history":[{"count":56,"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/pages\/73716\/revisions"}],"predecessor-version":[{"id":75964,"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/pages\/73716\/revisions\/75964"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/media\/73724"}],"wp:attachment":[{"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/media?parent=73716"}],"wp:term":[{"taxonomy":"program-categories","embeddable":true,"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/program-categories?post=73716"},{"taxonomy":"degree-categories","embeddable":true,"href":"https:\/\/pupr.edu\/es\/wp-json\/wp\/v2\/degree-categories?post=73716"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}