{"id":9269,"date":"2026-08-10T10:05:35","date_gmt":"2026-08-10T10:05:35","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-advanced-machine-learning-methods-and-techniques-2025-3\/"},"modified":"2026-08-10T10:05:35","modified_gmt":"2026-08-10T10:05:35","slug":"udemy-advanced-machine-learning-methods-and-techniques-2025-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-advanced-machine-learning-methods-and-techniques-2025-3\/","title":{"rendered":"Udemy \u2013 Advanced Machine Learning Methods and Techniques 2025-3"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"3:1-3:160\"><span style=\"vertical-align: inherit\">Advanced Machine Learning Methods and Techniques Course. This course teaches you advanced skills in machine learning, including regression, prediction, and classification. This course teaches you a useful set of advanced machine learning methods and techniques that will give you an excellent foundation for machine learning careers and studies. This course has exclusive content that will teach you a lot of new things about machine learning methods and techniques. This is a two-in-one video masterclass that teaches you advanced regression, prediction, and classification. You will learn advanced regression, regression analysis, prediction, and supervised learning. This course teaches you how to use advanced feedforward neural networks and decision tree regression ensemble models such as the XGBoost regression model. You will learn advanced classification and supervised learning. You will learn to use advanced feedforward neural networks and ensemble decision tree classifiers such as the XGBoost classifier model.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"21:1-21:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"23:1-31:0\">\n<li data-sourcepos=\"23:1-23:83\"><span style=\"vertical-align: inherit\">Knowledge of machine learning methods, techniques, theory, best practices, and advanced tasks<\/span><\/li>\n<li data-sourcepos=\"24:1-24:82\"><span style=\"vertical-align: inherit\">Deep practical knowledge of advanced machine learning and how to perform machine learning tasks with confidence<\/span><\/li>\n<li data-sourcepos=\"25:1-25:74\"><span style=\"vertical-align: inherit\">Advanced ensemble models such as XGBoost models for prediction and classification<\/span><\/li>\n<li data-sourcepos=\"26:1-26:95\"><span style=\"vertical-align: inherit\">Comprehensive and in-depth knowledge of regression, regression analysis, prediction, classification, and supervised learning<\/span><\/li>\n<li data-sourcepos=\"27:1-27:80\"><span style=\"vertical-align: inherit\">Working knowledge of Scikit-learn, Matplotlib, Seaborn and some other Python libraries<\/span><\/li>\n<li data-sourcepos=\"28:1-28:65\"><span style=\"vertical-align: inherit\">Advanced knowledge of AI prediction\/classification models and automated model creation<\/span><\/li>\n<li data-sourcepos=\"29:1-29:121\"><span style=\"vertical-align: inherit\">Cloud Computing: Using Anaconda Cloud Notebook (Cloud-based Jupyter Notebook). Learn to use cloud computing resources.<\/span><\/li>\n<li data-sourcepos=\"30:1-31:0\"><span style=\"vertical-align: inherit\">And much more\u2026<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"32:1-32:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"34:1-36:0\">\n<li data-sourcepos=\"34:1-34:74\"><span style=\"vertical-align: inherit\">Anyone who wants to learn advanced machine learning methods and techniques<\/span><\/li>\n<li data-sourcepos=\"35:1-36:0\"><span style=\"vertical-align: inherit\">Anyone who wants to study at the university level and wants to learn advanced machine learning skills that they will use throughout their career!<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Advanced Machine Learning Methods and Techniques Course Details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/advanced-machine-learning-methods-and-techniques\/\" 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-medium ud-btn-link ud-heading-sm ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/henrik-johansson\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Henrik Johansson<\/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: 11 hours and 15 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 18<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"37:1-37:13\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-971882 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Advanced-Machine-Learning-Methods-and-Techniques-1.png\" alt=\"Advanced Machine Learning Methods and Techniques\" width=\"882\" height=\"277\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the Advanced Machine Learning Methods and Techniques course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">The four ways of counting (+-*\/)<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Some Experience with Data Science, or Data Analysis, or Machine Learning<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Python and preferably Pandas knowledge<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Everyday experience using a computer with either Windows, MacOS, iOS, Android, ChromeOS, or Linux is recommended<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Access to a computer with an internet connection<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">The course only uses free software<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Walk-you-through installation and setup videos for Cloud computing and Windows 10\/11 are included<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"37:1-37:13\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-971883 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Advanced-Machine-Learning-Methods-and-Techniques.png\" alt=\"Advanced Machine Learning Methods and Techniques\" width=\"853\" height=\"407\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><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-159080-1\"><video class=\"wp-video-shortcode\" id=\"video-159080-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advanced_Machine_Learning_Methods_and_Techniques_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advanced_Machine_Learning_Methods_and_Techniques_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advanced_Machine_Learning_Methods_and_Techniques_Downloadly.ir.mp4?nocache=1786114796983\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Advanced_Machine_Learning_Methods_and_Techniques_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 dir=\"ltr\" 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\">Subtitles: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Advanced_Machine_Learning_Methods_and_Techniques_2025-3.part1_Downloadly.ir.rar?nocache=1786114795\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Advanced_Machine_Learning_Methods_and_Techniques_2025-3.part2_Downloadly.ir.rar?nocache=1786114795\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Advanced_Machine_Learning_Methods_and_Techniques_2025-3.part3_Downloadly.ir.rar?nocache=1786114795\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Advanced_Machine_Learning_Methods_and_Techniques_2025-3.part4_Downloadly.ir.rar?nocache=1786114795\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Advanced_Machine_Learning_Methods_and_Techniques_2025-3.part5_Downloadly.ir.rar?nocache=1786114795\"><span style=\"vertical-align: inherit\">Download Part 5 \u2013 201 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">4.2 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Advanced Machine Learning Methods and Techniques Course. This course teaches you advanced skills in machine learning, including regression, predicti<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[80311,80312,80313,80314,80315,46484],"class_list":["post-9269","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-advanced-machine-learning-methods-and-techniques","dgi_tag-download-advanced-machine-learning-methods-and-techniques","dgi_tag-download-course-advanced-machine-learning-methods-and-techniques","dgi_tag-free-advanced-machine-learning-methods-and-techniques","dgi_tag-free-download-advanced-machine-learning-methods-and-techniques","dgi_tag-henrik-johansson"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/9269","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\/9269\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=9269"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=9269"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=9269"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}