{"id":3593,"date":"2026-08-10T09:06:20","date_gmt":"2026-08-10T09:06:20","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-applied-machine-learning-algorithms-2024-4\/"},"modified":"2026-08-10T09:06:20","modified_gmt":"2026-08-10T09:06:20","slug":"linkedin-applied-machine-learning-algorithms-2024-4","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-applied-machine-learning-algorithms-2024-4\/","title":{"rendered":"LinkedIn \u2013 Applied Machine Learning: Algorithms 2024-4"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<div id=\"chat-history\" class=\"chat-history-scroll-container ng-tns-c999191820-2\" style=\"text-align: left\">\n<div class=\"conversation-container ng-tns-c999191820-2 ng-star-inserted\">\n<div class=\"response-container ng-tns-c2892812740-150 ng-star-inserted response-container-has-multiple-responses\">\n<div class=\"presented-response-container ng-tns-c2892812740-150\">\n<div class=\"response-container-content ng-tns-c2892812740-150\">\n<div class=\"response-content ng-tns-c2892812740-150\">\n<div class=\"markdown markdown-main-panel\">\n<p data-sourcepos=\"5:1-5:157\"><span style=\"vertical-align: inherit\">Applied Machine Learning: Algorithms course. With the increasing importance of machine learning in almost every field, professionals need a deeper understanding and practical approach to implement machine learning algorithms effectively. This course covers common machine learning algorithms. The course instructor, Matt Harrison, focuses on non-deep learning algorithms and covers PCA, clustering, linear and logistic regression, decision trees, random forests, and slope boosting. By taking this course with Matt, understand common machine learning algorithms, learn their pros and cons, and develop the practical skills to use them by following challenges and solutions on GitHub Codespaces.<\/span><\/p>\n<h3 data-sourcepos=\"11:1-11:24\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul data-sourcepos=\"13:1-17:0\">\n<li data-sourcepos=\"13:1-13:133\"><span style=\"vertical-align: inherit\">Understand common machine learning algorithms such as K-means, PCA, linear and logistic regression, decision trees, random forests, and slope boosting.<\/span><\/li>\n<li data-sourcepos=\"14:1-14:40\"><span style=\"vertical-align: inherit\">Learn the pros and cons of each algorithm.<\/span><\/li>\n<li data-sourcepos=\"15:1-15:104\"><span style=\"vertical-align: inherit\">Develop your practical skills to use machine learning algorithms to solve real-world problems.<\/span><\/li>\n<li data-sourcepos=\"16:1-17:0\"><span style=\"vertical-align: inherit\">Learn how to use GitHub Codespaces to practice your skills.<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"18:1-18:30\"><span style=\"vertical-align: inherit\">This course is suitable for people who<\/span><\/h3>\n<ul data-sourcepos=\"20:1-23:0\">\n<li data-sourcepos=\"20:1-20:98\"><span style=\"vertical-align: inherit\">Interested in learning how to use machine learning algorithms to solve real-world problems.<\/span><\/li>\n<li data-sourcepos=\"21:1-21:100\"><span style=\"vertical-align: inherit\">Have prior knowledge of machine learning and seek a deeper and more practical understanding of common algorithms.<\/span><\/li>\n<li data-sourcepos=\"22:1-23:0\"><span style=\"vertical-align: inherit\">Want to improve their machine learning skills using GitHub Codespaces.<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Applied Machine Learning: Algorithms course specifications<\/span><\/h3>\n<ul style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.linkedin.com\/learning\/applied-machine-learning-algorithms-23750732\" target=\"_blank\"><span style=\"vertical-align: inherit\">LinkedIn<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/matt-harrison\/\"><span style=\"vertical-align: inherit\">Matt Harrison<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Education level: Intermediate<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 1 hour and 58 minutes<\/span><\/li>\n<\/ul>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h2 style=\"text-align: left\">&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-905262 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/06\/Applied-Machine-Learning-Algorithms11.jpg\" alt=\"Applied Machine Learning: Algorithms\" width=\"396\" height=\"479\"><\/h2>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h2 style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-905261 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/06\/Applied-Machine-Learning-Algorithms1.jpg\" alt=\"Applied Machine Learning: Algorithms\" width=\"717\" height=\"246\"><\/h2>\n<h3 style=\"text-align: left\"><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-127777-1\"><video class=\"wp-video-shortcode\" id=\"video-127777-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Applied_Machine_Learning_Algorithms_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Applied_Machine_Learning_Algorithms_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Applied_Machine_Learning_Algorithms_Downloadly.ir.mp4?nocache=1786098978178\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Applied_Machine_Learning_Algorithms_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 style=\"text-align: left\">\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 style=\"text-align: left\"><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/LinkedIn_Applied_Machine_Learning_Algorithms_2024-4_Downloadly.ir.rar?nocache=1786098977\"><span style=\"vertical-align: inherit\">Download file \u2013 248 MB<\/span><\/a><\/p>\n<p style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Size<\/span><\/h3>\n<p style=\"text-align: left\"><span style=\"vertical-align: inherit\">248 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Applied Machine Learning: Algorithms course. With the increasing importance of machine learning in almost every field, professionals need a deeper u<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[40618,40619,40620,40621,40622,40623,40624,40625,40626,31732],"class_list":["post-3593","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-applied-machine-learning-algorithms","dgi_tag-download-applied-machine-learning-algorithms","dgi_tag-download-course-applied-machine-learning-algorithms","dgi_tag-download-link-applied-machine-learning-algorithms","dgi_tag-download-links-applied-machine-learning-algorithms","dgi_tag-free-applied-machine-learning-algorithms","dgi_tag-free-download-applied-machine-learning-algorithms","dgi_tag-free-download-course-applied-machine-learning-algorithms","dgi_tag-free-download-links-applied-machine-learning-algorithms","dgi_tag-matt-harrison"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/3593","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\/3593\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=3593"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=3593"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=3593"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}