{"id":8409,"date":"2026-08-10T09:55:38","date_gmt":"2026-08-10T09:55:38","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-mastering-machine-learning-from-basics-to-advanced-2025-1\/"},"modified":"2026-08-10T09:55:38","modified_gmt":"2026-08-10T09:55:38","slug":"udemy-mastering-machine-learning-from-basics-to-advanced-2025-1","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-mastering-machine-learning-from-basics-to-advanced-2025-1\/","title":{"rendered":"Udemy \u2013 Mastering Machine Learning: From Basics to Advanced 2025-1"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\">Description<\/h2>\n<p dir=\"ltr\">Mastering Machine Learning: From Basics to Advanced is a course that provides a deep understanding of machine learning concepts, techniques, and applications, published by Udemy Online Academy. Starting with the basics, it covers supervised and unsupervised learning, data preprocessing, feature engineering, and model evaluation. As the course progresses, it moves on to advanced topics such as deep learning, neural networks, reinforcement learning, and natural language processing. Case studies and real-world projects help learners develop practical skills for using machine learning in a variety of domains, including finance, healthcare, and artificial intelligence.<\/p>\n<p dir=\"ltr\">In this course, you will understand the principles of machine learning, its types, and key concepts; preprocess data by cleaning, scaling, encoding, and partitioning for ML pipelines; build regression models to predict numerical outcomes, from linear to regular methods; build powerful classification models such as logistic regression, decision trees, and SVM; and master advanced techniques such as ensemble learning, clustering, and dimensionality reduction. By completing this training course, you will be able to utilize the full potential of machine learning.<\/p>\n<h3 dir=\"ltr\">What you will learn in Mastering Machine Learning: From Basics to Advanced:<\/h3>\n<ul dir=\"ltr\">\n<li>Master the fundamentals of machine learning, including supervised and unsupervised learning<\/li>\n<li>Build robust machine learning models using Python and industry-standard libraries like Scikit-learn and Pandas<\/li>\n<li>Effectively pre-process data for machine learning pipelines, including scaling, encoding, and partitioning datasets<\/li>\n<li>Use advanced techniques like ensemble learning, dimensionality reduction, and clustering for real-world applications<\/li>\n<li>Understand and implement key concepts like overfitting, underfitting, and hyperparameter tuning<\/li>\n<li>Work on practical projects like housing price forecasting, customer segmentation, and fraud detection<\/li>\n<li>And\u2026<\/li>\n<\/ul>\n<h3 dir=\"ltr\">Course specifications<\/h3>\n<p dir=\"ltr\">Publisher: <a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/mastering-machine-learning-from-basics-to-advanced\/?couponCode=LEARNNOWPLANS\" target=\"_blank\" rel=\"noopener\"> Udemy <\/a><br \/>Instructors: <a dir=\"ltr\" style=\"text-align: right\" href=\"https:\/\/downloadlynet.ir\/tag\/techsavant-forge\/\" target=\"_blank\" rel=\"noopener\">TechSavant Forge<\/a><br \/>Language: English<br \/>Level: Introductory<br \/>Number of Lessons: 40<br \/>Duration: 8 hours and 58 minutes<\/p>\n<h3 dir=\"ltr\">Course topics<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-960974\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/02\/Mastering-Machine-Learning-From-Basics-to-Advanced-Co.png\" alt=\"Mastering Machine Learning From Basics to Advanced Co\" width=\"707\" height=\"514\"><\/p>\n<h3 dir=\"ltr\">Mastering Machine Learning: From Basics to Advanced Prerequisites<\/h3>\n<p dir=\"ltr\">A basic understanding of programming (preferably Python) is recommended but not mandatory.<br \/>Familiarity with high school-level mathematics (algebra and statistics).<br \/>A computer with internet access to set up the necessary development environment.<br \/>An eagerness to learn, experiment, and work on hands-on projects.<\/p>\n<h3 dir=\"ltr\">Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-960972\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/02\/Mastering-Machine-Learning-From-Basics-to-Advanced.jpg\" alt=\"Mastering Machine Learning From Basics to Advanced Co\" width=\"699\" height=\"276\"><\/p>\n<h3 dir=\"ltr\">Mastering Machine Learning: From Basics to Advanced introduction video<\/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-153399-1\"><video class=\"wp-video-shortcode\" id=\"video-153399-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Machine_Learning_From_Basics_to_Advanced_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Machine_Learning_From_Basics_to_Advanced_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Machine_Learning_From_Basics_to_Advanced_Downloadly.ir.mp4?nocache=1786112214677\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Machine_Learning_From_Basics_to_Advanced_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 dir=\"ltr\"><span class=\"notranslate\">Installation guide<\/span><\/h3>\n<p dir=\"ltr\">After Extract, watch with your favorite Player.<\/p>\n<p dir=\"ltr\">Subtitle: None<\/p>\n<p dir=\"ltr\">Quality: 1080p<\/p>\n<h3 dir=\"ltr\">Download link<\/h3>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Machine_Learning_From_Basics_to_Advanced_2025-1.part1_Downloadly.ir.rar?nocache=1786112212\">Download Part 1 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Machine_Learning_From_Basics_to_Advanced_2025-1.part2_Downloadly.ir.rar?nocache=1786112212\">Download Part 2 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Machine_Learning_From_Basics_to_Advanced_2025-1.part3_Downloadly.ir.rar?nocache=1786112212\">Download Part 3 \u2013 2 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Machine_Learning_From_Basics_to_Advanced_2025-1.part4_Downloadly.ir.rar?nocache=1786112212\">Download Part 4 \u2013 592 MB<\/a><\/p>\n<h5 dir=\"ltr\">File password (s): <a>www.downloadly.ir<\/a><\/h5>\n<h3 dir=\"ltr\">Size<\/h3>\n<p dir=\"ltr\">6.5 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Mastering Machine Learning: From Basics to Advanced is a course that provides a deep understanding of machine learning concepts, techniques, and app<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[74461,74462,74463,74464,74456,74465,74466,74467,74468],"class_list":["post-8409","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-mastering-machine-learning-from-basics-to-advanced","dgi_tag-mastering-machine-learning-from-basics-to-advanced-download","dgi_tag-mastering-machine-learning-from-basics-to-advanced-free","dgi_tag-mastering-machine-learning-from-basics-to-advanced-free-download","dgi_tag-techsavant-forge","dgi_tag-udemy-mastering-machine-learning-from-basics-to-advanced","dgi_tag-udemy-mastering-machine-learning-from-basics-to-advanced-download","dgi_tag-udemy-mastering-machine-learning-from-basics-to-advanced-free","dgi_tag-udemy-mastering-machine-learning-from-basics-to-advanced-free-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8409","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\/8409\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=8409"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=8409"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=8409"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}