{"id":3838,"date":"2026-08-10T09:08:07","date_gmt":"2026-08-10T09:08:07","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/coursera-data-science-statistics-and-machine-learning-specialization-2024-5\/"},"modified":"2026-08-10T09:08:07","modified_gmt":"2026-08-10T09:08:07","slug":"coursera-data-science-statistics-and-machine-learning-specialization-2024-5","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/coursera-data-science-statistics-and-machine-learning-specialization-2024-5\/","title":{"rendered":"Coursera \u2013 Data Science: Statistics and Machine Learning Specialization 2024-5"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<p data-sourcepos=\"5:1-5:63\"><span style=\"vertical-align: inherit\">Data Science Course: Statistics and Machine Learning Specialization. This specialized course is a continuation and expansion of the concepts presented in the \u201cData Science: Foundations using R Specialization\u201d course and deals with statistical inference, regression models, machine learning and data product development. In the final project, students will apply the skills learned in the form of building a data product using real data. After completing the course, students will receive a certificate by presenting samples of their skills in mastering the topics presented. This specialized course consists of five separate courses, which actually form the second half of the \u201cData Science\u201d specialized course. This course is designed for students who have the necessary background in the field and want to jump straight into more advanced topics.<\/span><\/p>\n<h3 class=\"\" data-sourcepos=\"9:1-9:24\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul data-sourcepos=\"11:1-12:8\">\n<li data-sourcepos=\"11:1-11:76\"><span style=\"vertical-align: inherit\">Performing regression analysis, least squares and inference using regression models<\/span><\/li>\n<li data-sourcepos=\"12:1-12:8\"><span style=\"vertical-align: inherit\">Construction and application of prediction functions<\/span><\/li>\n<li data-sourcepos=\"13:1-13:26\"><span style=\"vertical-align: inherit\">Development of public data products<\/span><\/li>\n<li data-sourcepos=\"14:1-15:0\"><span style=\"vertical-align: inherit\">Building models, performing inference and presenting interactive data products<\/span><\/li>\n<\/ul>\n<h3 class=\"\" data-sourcepos=\"16:1-16:31\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul data-sourcepos=\"18:1-21:0\">\n<li data-sourcepos=\"18:1-18:74\"><span style=\"vertical-align: inherit\">Have successfully completed the \u201cData Science: Basics Using R\u201d course.<\/span><\/li>\n<li data-sourcepos=\"19:1-19:82\"><span style=\"vertical-align: inherit\">Looking to learn more advanced topics in data science, statistics and machine learning.<\/span><\/li>\n<li data-sourcepos=\"20:1-21:0\"><span style=\"vertical-align: inherit\">Willing to develop their skills in building real data products.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course specifications Data Science: Statistics and Machine Learning Specialization<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.coursera.org\/specializations\/data-science-statistics-machine-learning\" target=\"_blank\"><span style=\"vertical-align: inherit\">Coursera<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">English language<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Course duration: 20 hours and 47 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 5<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/roger-d-peng\/\"><span style=\"vertical-align: inherit\">Roger D. Peng<\/span><\/a><span style=\"vertical-align: inherit\"> , <a href=\"https:\/\/downloadlynet.ir\/tag\/jeff-leek\/\">Jeff Leek<\/a>, <a href=\"https:\/\/downloadlynet.ir\/tag\/brian-caffo\/\">Brian Caffo,<\/a><\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Presenting Institution\/University: Johns Hopkins<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-907804 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/06\/Data-Science-Statistics-and-Machine-Learning-Specialization2.jpg\" alt=\"Data Science: Statistics and Machine Learning Specialization\" width=\"751\" height=\"549\"><\/p>\n<h3><span style=\"vertical-align: inherit\">Data Science: Statistics and Machine Learning Specialization course prerequisites<\/span><\/h3>\n<ul>\n<li dir=\"ltr\" style=\"text-align: left\">Learners should complete the <em>Data Science: Foundations using R<\/em> specialization to gain the right foundation before starting this course.<\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-907803 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/06\/Data-Science-Statistics-and-Machine-Learning-Specialization1.jpg\" alt=\"Data Science: Statistics and Machine Learning Specialization\" width=\"821\" height=\"479\"><\/p>\n<h3><span style=\"vertical-align: inherit\">Sample video of the course<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-129042-1\"><video class=\"wp-video-shortcode\" id=\"video-129042-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Statistics_and_Machine_Learning_Specialization_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Statistics_and_Machine_Learning_Specialization_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Statistics_and_Machine_Learning_Specialization_Downloadly.ir.mp4?nocache=1786099620355\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_Statistics_and_Machine_Learning_Specialization_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div>\n<h3><span style=\"vertical-align: inherit\">Installation guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite Player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">English subtitle<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Coursera_Data_Science_Statistics_and_Machine_Learning_Specialization_2024-5.part1_Downloadly.ir.rar?nocache=1786099619\"><span style=\"vertical-align: inherit\">Download part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Coursera_Data_Science_Statistics_and_Machine_Learning_Specialization_2024-5.part2_Downloadly.ir.rar?nocache=1786099619\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Coursera_Data_Science_Statistics_and_Machine_Learning_Specialization_2024-5.part3_Downloadly.ir.rar?nocache=1786099619\"><span style=\"vertical-align: inherit\">Download part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Coursera_Data_Science_Statistics_and_Machine_Learning_Specialization_2024-5.part4_Downloadly.ir.rar?nocache=1786099619\"><span style=\"vertical-align: inherit\">Download part 4 \u2013 913 MB<\/span><\/a><\/p>\n<p><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3><span style=\"vertical-align: inherit\">Size<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">3.9 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Data Science Course: Statistics and Machine Learning Specialization. This specialized course is a continuation and expansion of the concepts present<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[42904,42905,42906,42907,42908,42909,42910,42911],"class_list":["post-3838","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-brian-caffo","dgi_tag-course-data-science-statistics-and-machine-learning-specialization","dgi_tag-download-course-data-science-statistics-and-machine-learning-specialization","dgi_tag-download-data-science-statistics-and-machine-learning-specialization","dgi_tag-free-data-science-statistics-and-machine-learning-specialization","dgi_tag-free-download-data-science-statistics-and-machine-learning-specialization","dgi_tag-jeff-leek","dgi_tag-roger-d-peng"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/3838","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/3838\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=3838"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=3838"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=3838"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}