{"id":8027,"date":"2026-08-10T09:51:06","date_gmt":"2026-08-10T09:51:06","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-introduction-to-machine-learning-2024-12\/"},"modified":"2026-08-10T09:51:06","modified_gmt":"2026-08-10T09:51:06","slug":"udemy-introduction-to-machine-learning-2024-12","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-introduction-to-machine-learning-2024-12\/","title":{"rendered":"Udemy \u2013 Introduction to Machine Learning 2024-12"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2><span style=\"vertical-align: inherit;\">Description<\/span><\/h2>\n<p><span style=\"vertical-align: inherit;\">Introduction to Machine Learning course. This course teaches you how to implement machine learning algorithms from scratch, step by step. In this hands-on course, you\u2019ll not only learn the theory, but also write the code behind popular machine learning techniques yourself. From linear regression and decision trees to advanced neural networks, every part of each algorithm is built from scratch. Then, we compare our implementations to industry-standard libraries like Scikit-learn and prove that our custom algorithms can match or even outperform them in terms of performance.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<h3 data-sourcepos=\"9:1-9:69\"><span style=\"vertical-align: inherit;\">What you will learn in the Introduction to Machine Learning course:<\/span><\/h3>\n<ul data-sourcepos=\"11:1-17:0\">\n<li data-sourcepos=\"11:1-11:101\"><span style=\"vertical-align: inherit;\">Implement machine learning algorithms from scratch: Create each algorithm from scratch by coding.<\/span><\/li>\n<li data-sourcepos=\"12:1-12:99\"><span style=\"vertical-align: inherit;\">Comparing custom implementations with Sklearn: Deep understanding of optimization, speed, and accuracy with direct comparison.<\/span><\/li>\n<li data-sourcepos=\"13:1-13:71\"><span style=\"vertical-align: inherit;\">Understanding the mathematics and logic behind machine learning: A thorough understanding of the principles and fundamentals.<\/span><\/li>\n<li data-sourcepos=\"14:1-14:71\"><span style=\"vertical-align: inherit;\">Increase confidence in machine learning fundamentals: Master the basic concepts.<\/span><\/li>\n<li data-sourcepos=\"15:1-15:90\"><span style=\"vertical-align: inherit;\">Building and training neural networks: Deep understanding of each layer, activation function, and backpropagation steps.<\/span><\/li>\n<li data-sourcepos=\"16:1-17:0\"><span style=\"vertical-align: inherit;\">Developing practical coding skills: Becoming a skilled machine learning programmer.<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"18:1-18:31\"><span style=\"vertical-align: inherit;\">This course is suitable for people who:<\/span><\/h3>\n<ul data-sourcepos=\"20:1-26:0\">\n<li data-sourcepos=\"20:1-20:69\"><span style=\"vertical-align: inherit;\">Future Data Scientists: To enhance practical skills and deep understanding.<\/span><\/li>\n<li data-sourcepos=\"21:1-21:83\"><span style=\"vertical-align: inherit;\">Developers moving into machine learning: To learn the principles and techniques.<\/span><\/li>\n<li data-sourcepos=\"22:1-22:85\"><span style=\"vertical-align: inherit;\">Students and researchers: To carry out research projects and develop new algorithms.<\/span><\/li>\n<li data-sourcepos=\"23:1-23:82\"><span style=\"vertical-align: inherit;\">Applied professionals: To solve real-world challenges with machine learning.<\/span><\/li>\n<li data-sourcepos=\"24:1-24:75\"><span style=\"vertical-align: inherit;\">Consultants and entrepreneurs: to develop AI-based products and services.<\/span><\/li>\n<li data-sourcepos=\"25:1-26:0\"><span style=\"vertical-align: inherit;\">Machine learning enthusiasts: To acquire the necessary knowledge and skills.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit;\">Introduction to Machine Learning course specifications<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit;\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/introduction-machine-learning\/\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit;\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit;\">Instructor:&nbsp; <\/span><a class=\"ud-btn ud-btn-large ud-btn-link ud-heading-md ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/maxime-vandegar\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit;\">Maxime Vandegar<\/span><\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit;\">Training level: Beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit;\">Training duration: 8 hours and 49 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit;\">Number of lessons: 49<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit;\">Course Content<\/span><\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-956167 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/01\/Introduction-to-Machine-Learning3.png\" alt=\"Introduction to Machine Learning\" width=\"807\" height=\"784\"><\/h2>\n<h3><span style=\"vertical-align: inherit;\">Prerequisites for the Introduction to Machine Learning course<\/span><\/h3>\n<div class=\"ud-block-list-item ud-block-list-item-small ud-block-list-item-tight ud-block-list-item-neutral ud-text-sm\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">Mathematics Knowledge: Familiarity with high school-level math, including basic algebra, metrics, and an understanding of derivatives.<\/span><\/li>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left;\"><span style=\"vertical-align: inherit;\">Programming Skills: Proficiency in object-oriented programming (preferably Python) to follow and implement coding exercises effectively.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit;\">Course images<\/span><\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-956166 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/01\/Introduction-to-Machine-Learning.png\" alt=\"Introduction to Machine Learning\" width=\"739\" height=\"310\"><\/h2>\n<h3><span style=\"vertical-align: inherit;\">Sample course video<\/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-151392-1\"><video class=\"wp-video-shortcode\" id=\"video-151392-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Introduction_To_Machine_Learning_5_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Introduction_To_Machine_Learning_5_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Introduction_To_Machine_Learning_5_Downloadly.ir.mp4?nocache=1786111170901\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Introduction_To_Machine_Learning_5_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;\">Subtitles: None<\/span><\/p>\n<p><span style=\"vertical-align: inherit;\">Quality: 720p<\/span><\/p>\n<p><strong>Changes:<\/strong><\/p>\n<p>Version 2024\/12 compared to 2024\/11 has increased by 18 lessons and 4 hours and 28 minutes in duration.<\/p>\n<\/div>\n<h3><span style=\"vertical-align: inherit;\">Download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Introduction_to_Machine_Learning_2024_12.part1_Downloadly.ir.rar?nocache=1786111170\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Introduction_to_Machine_Learning_2024_12.part2_Downloadly.ir.rar?nocache=1786111170\">Download Part 2 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Introduction_to_Machine_Learning_2024_12.part3_Downloadly.ir.rar?nocache=1786111170\">Download Part 3 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Introduction_to_Machine_Learning_2024_12.part4_Downloadly.ir.rar?nocache=1786111170\">Download Part 4 \u2013 598 MB<\/a><\/p>\n<h5><span style=\"vertical-align: inherit;\">File(s) password: www.downloadly.ir<\/span><\/h5>\n<h3><span style=\"vertical-align: inherit;\">File size<\/span><\/h3>\n<p><span style=\"vertical-align: inherit;\">3.59 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Introduction to Machine Learning course. This course teaches you how to implement machine learning algorithms from scratch, step by step. In this ha<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[66619,66620,21627,21628,21629,21630,67824],"class_list":["post-8027","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-introduction-to-machine-learning","dgi_tag-download-course-introduction-to-machine-learning","dgi_tag-download-introduction-to-machine-learning","dgi_tag-free-download-introduction-to-machine-learning","dgi_tag-free-introduction-to-machine-learning","dgi_tag-introduction-to-machine-learning","dgi_tag-maxime-vandegar"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8027","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\/8027\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=8027"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=8027"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=8027"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}