{"id":6547,"date":"2026-08-10T09:34:34","date_gmt":"2026-08-10T09:34:34","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/coursera-statistical-modeling-for-data-science-applications-specialization-2024-10\/"},"modified":"2026-08-10T09:34:34","modified_gmt":"2026-08-10T09:34:34","slug":"coursera-statistical-modeling-for-data-science-applications-specialization-2024-10","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/coursera-statistical-modeling-for-data-science-applications-specialization-2024-10\/","title":{"rendered":"Coursera \u2013 Statistical Modeling for Data Science Applications Specialization 2024-10"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2>Descriptions<\/h2>\n<p>Statistical Modeling for Data Science Applications Specialization, Statistical modeling lies at the heart of data science. Well crafted statistical models allow data scientists to draw conclusions about the world from the limited information present in their data. In this three credit sequence, learners will add some intermediate and advanced statistical modeling techniques to their data science toolkit. In particular, learners will become proficient in the theory and application of linear regression analysis; ANOVA and experimental design; and generalized linear and additive models. Emphasis will be placed on analyzing real data using the R programming language. This specialization can be taken for academic credit as part of CU Boulder\u2019s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform. The MS-DS is an interdisciplinary degree that brings together faculty from CU Boulder\u2019s departments of Applied Mathematics, Computer Science, Information Science, and others. With performance-based admissions and no application process, the MS-DS is ideal for individuals with a broad range of undergraduate education and\/or professional experience in computer science, information science, mathematics, and statistics<\/p>\n<h3>What you\u2019ll learn<\/h3>\n<ul class=\"cds-9 css-7avemv cds-10\">\n<li class=\"cds-9 css-0 cds-11 cds-grid-item cds-56 cds-64\">\n<div class=\"css-88ryvb\">\n<div class=\"rc-CML unified-CML\" dir=\"auto\">\n<div class=\"css-bcso56\" data-testid=\"cml-viewer\">\n<p>Correctly analyze and apply tools of regression analysis to model relationship between variables and make predictions given a set of input variables.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<li class=\"cds-9 css-0 cds-11 cds-grid-item cds-56 cds-64\">\n<div class=\"css-88ryvb\">\n<div class=\"rc-CML unified-CML\" dir=\"auto\">\n<div class=\"css-bcso56\" data-testid=\"cml-viewer\">\n<p>Successfully conduct experiments based on best practices in experimental design.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<li class=\"cds-9 css-0 cds-11 cds-grid-item cds-56 cds-64\">\n<div class=\"css-88ryvb\">\n<div class=\"rc-CML unified-CML\" dir=\"auto\">\n<div class=\"css-bcso56\" data-testid=\"cml-viewer\">\n<p>Use advanced statistical modeling techniques, such as generalized linear and additive models, to model wide range of real-world relationships.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/li>\n<\/ul>\n<h3>Specificatoin of Statistical Modeling for Data Science Applications Specialization<\/h3>\n<ul>\n<li>Publisher : <a href=\"https:\/\/href.li\/?https:\/\/www.coursera.org\/specializations\/statistical-modeling-for-data-science-applications\" target=\"_blank\" rel=\"noopener\">Coursera<\/a><\/li>\n<li>Teacher : <a href=\"https:\/\/downloadlynet.ir\/tag\/brian-zaharatos\">Brian Zaharatos<\/a><\/li>\n<li>Language : English<\/li>\n<li>Level : Intermediate<\/li>\n<li>Number of Course : 3<\/li>\n<li>Duration : 3 months at 10 hours a week<\/li>\n<\/ul>\n<h3>Content of Statistical Modeling for Data Science Applications Specialization<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-939029\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/10\/Statistical-Modeling-for-Data-Science-Applications-Specialization.c.jpeg\" alt=\"Statistical Modeling for Data Science Applications Specialization\" width=\"890\" height=\"307\"><\/p>\n<h3>Requirements<\/h3>\n<ul>\n<li>Calculus, linear algebra, and probability theory.<\/li>\n<\/ul>\n<h3>Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-939030\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/10\/Statistical-Modeling-for-Data-Science-Applications-Specialization.d.jpeg\" alt=\"Statistical Modeling for Data Science Applications Specialization\" width=\"798\" height=\"357\"><\/p>\n<h3>Sample Clip<\/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-143835-1\"><video class=\"wp-video-shortcode\" id=\"video-143835-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistical_Modeling_for_Data_Science_Applications_Specialization_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistical_Modeling_for_Data_Science_Applications_Specialization_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistical_Modeling_for_Data_Science_Applications_Specialization_Downloadly.ir.mp4?nocache=1786107510383\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistical_Modeling_for_Data_Science_Applications_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<h3>Installation Guide<\/h3>\n<p>Extract the files and watch with your favorite player<\/p>\n<p>Subtitle : English<\/p>\n<p>Quality: 720p<\/p>\n<h3>Download Links<\/h3>\n<p><strong>Modern Regression Analysis in R<\/strong><\/p>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Coursera_Modern_Regression_Analysis_in_R_2024-10_Downloadly.ir.part1.rar?nocache=1786107508\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Coursera_Modern_Regression_Analysis_in_R_2024-10_Downloadly.ir.part2.rar?nocache=1786107508\">Download Part 2 \u2013 352 MB<\/a><\/p>\n<p><strong>ANOVA and Experimental Design<\/strong><\/p>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Coursera_ANOVA_and_Experimental_Design_2024-10_Downloadly.ir.rar?nocache=1786107508\">Download \u2013 782 MB<\/a><\/p>\n<p><strong>Generalized Linear Models and Nonparametric Regression<\/strong><\/p>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Coursera_Generalized_Linear_Models_and_Nonparametric_Regression_2024-10_Downloadly.ir.rar?nocache=1786107508\">Download \u2013 475 MB<\/a><\/p>\n<h5>Password file(s): <a>www.downloadly.ir<\/a><\/h5>\n<h3>File size<\/h3>\n<p>2.57 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Descriptions Statistical Modeling for Data Science Applications Specialization, Statistical modeling lies at the heart of data science. Well crafted statistical<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[61897,61898,61899,61900,61901,61902,61903,61904,61905],"class_list":["post-6547","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-brian-zaharatos","dgi_tag-coursera-statistical-modeling-for-data-science-applications-specialization","dgi_tag-download-statistical-modeling-for-data-science-applications-specialization","dgi_tag-free-download-statistical-modeling-for-data-science-applications-specialization","dgi_tag-free-statistical-modeling-for-data-science-applications-specialization","dgi_tag-statistical-modeling-for-data-science-applications-specialization","dgi_tag-statistical-modeling-for-data-science-applications-specialization-download","dgi_tag-statistical-modeling-for-data-science-applications-specialization-free","dgi_tag-statistical-modeling-for-data-science-applications-specialization-free-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/6547","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\/6547\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=6547"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=6547"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=6547"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}