{"id":7541,"date":"2026-08-10T09:45:21","date_gmt":"2026-08-10T09:45:21","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-mastery-in-advanced-machine-learning-applied-ai-2024-11\/"},"modified":"2026-08-10T09:45:21","modified_gmt":"2026-08-10T09:45:21","slug":"udemy-mastery-in-advanced-machine-learning-applied-ai-2024-11","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-mastery-in-advanced-machine-learning-applied-ai-2024-11\/","title":{"rendered":"Udemy \u2013 Mastery in Advanced Machine Learning &#038; Applied AI\u2122 2024-11"},"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\">Mastery in Advanced Machine Learning &amp; Applied AI\u2122. This comprehensive course is designed to transform learners into advanced experts in the field of machine learning and applied artificial intelligence. The course focuses on the practical application of advanced methods and algorithms, enabling learners to tackle complex real-world challenges across a variety of domains.<\/span><\/p>\n<div data-purpose=\"safely-set-inner-html:description:description\">\n<h3 data-sourcepos=\"5:1-5:24\"><strong><span style=\"vertical-align: inherit\">What you will learn<\/span><\/strong><\/h3>\n<ul data-sourcepos=\"7:1-56:0\">\n<li data-sourcepos=\"7:1-7:27\"><span style=\"vertical-align: inherit\">Basic concepts of machine learning<\/span><\/li>\n<li data-sourcepos=\"8:1-8:45\"><span style=\"vertical-align: inherit\">Reinforcement learning and its applications in decision making<\/span><\/li>\n<li data-sourcepos=\"9:1-9:49\"><span style=\"vertical-align: inherit\">Supervised learning and its role in predictive modeling<\/span><\/li>\n<li data-sourcepos=\"10:1-10:54\"><span style=\"vertical-align: inherit\">Techniques for effective training and evaluation of machine learning models<\/span><\/li>\n<li data-sourcepos=\"11:1-11:43\"><span style=\"vertical-align: inherit\">Linear Regression and Its Application in Forecasting Tasks<\/span><\/li>\n<li data-sourcepos=\"12:1-12:51\"><span style=\"vertical-align: inherit\">Evaluating the fit of machine learning models for better accuracy<\/span><\/li>\n<li data-sourcepos=\"13:1-13:70\"><span style=\"vertical-align: inherit\">Application of supervised learning techniques in real-world data scenarios<\/span><\/li>\n<li data-sourcepos=\"14:1-14:50\"><span style=\"vertical-align: inherit\">Multiple linear regression for modeling multiple variables<\/span><\/li>\n<li data-sourcepos=\"15:1-15:44\"><span style=\"vertical-align: inherit\">Evaluating the performance of multiple linear regression models<\/span><\/li>\n<li data-sourcepos=\"16:1-16:55\"><span style=\"vertical-align: inherit\">Practical applications of multiple linear regression in solving business problems<\/span><\/li>\n<li data-sourcepos=\"17:1-17:59\"><span style=\"vertical-align: inherit\">Mastering logistic regression and using it in classification tasks<\/span><\/li>\n<li data-sourcepos=\"18:1-18:58\"><span style=\"vertical-align: inherit\">Feature engineering techniques for improving logistic regression models.<\/span><\/li>\n<li data-sourcepos=\"19:1-19:49\"><span style=\"vertical-align: inherit\">Using Logistic Regression for Classification and Prediction<\/span><\/li>\n<li data-sourcepos=\"20:1-20:56\"><span style=\"vertical-align: inherit\">Understanding decision trees and using them in machine learning<\/span><\/li>\n<li data-sourcepos=\"21:1-21:55\"><span style=\"vertical-align: inherit\">Evaluating the performance of decision trees for optimal predictions.<\/span><\/li>\n<li data-sourcepos=\"22:1-22:60\"><span style=\"vertical-align: inherit\">Application of decision trees to real-world problems in various industries<\/span><\/li>\n<li data-sourcepos=\"23:1-23:60\"><span style=\"vertical-align: inherit\">Mastering random forests and their benefits for prediction tasks<\/span><\/li>\n<li data-sourcepos=\"24:1-24:66\"><span style=\"vertical-align: inherit\">Hyperparameter tuning techniques for optimizing machine learning models<\/span><\/li>\n<li data-sourcepos=\"25:1-25:72\"><span style=\"vertical-align: inherit\">Combining decision trees and random forests for increased predictive power<\/span><\/li>\n<li data-sourcepos=\"26:1-26:60\"><span style=\"vertical-align: inherit\">Mastering Support Vector Machines (SVM) for classification tasks<\/span><\/li>\n<li data-sourcepos=\"27:1-27:51\"><span style=\"vertical-align: inherit\">Understanding Kernel Functions in SVM for Handling Nonlinear Data<\/span><\/li>\n<li data-sourcepos=\"28:1-28:69\"><span style=\"vertical-align: inherit\">Real-world applications of support vector machines for classification problems.<\/span><\/li>\n<li data-sourcepos=\"29:1-29:69\"><span style=\"vertical-align: inherit\">Implementing the K-Nearest Neighbor (KNN) algorithm for supervised learning<\/span><\/li>\n<li data-sourcepos=\"30:1-30:55\"><span style=\"vertical-align: inherit\">Practical applications of the KNN algorithm for classification and prediction<\/span><\/li>\n<li data-sourcepos=\"31:1-31:64\"><span style=\"vertical-align: inherit\">Understanding gradient boosting algorithms and their power in prediction tasks<\/span><\/li>\n<li data-sourcepos=\"32:1-32:60\"><span style=\"vertical-align: inherit\">Mastering hyperparameter tuning to improve gradient boosting models<\/span><\/li>\n<li data-sourcepos=\"33:1-33:53\"><span style=\"vertical-align: inherit\">Application of gradient boosting in various machine learning problems<\/span><\/li>\n<li data-sourcepos=\"34:1-34:65\"><span style=\"vertical-align: inherit\">Mastering evaluation criteria for measuring the performance of machine learning models<\/span><\/li>\n<li data-sourcepos=\"35:1-35:58\"><span style=\"vertical-align: inherit\">Understanding and using ROC and AUC curves to evaluate model performance<\/span><\/li>\n<li data-sourcepos=\"36:1-36:75\"><span style=\"vertical-align: inherit\">An introduction to the concepts of unsupervised learning, with a focus on clustering and dimensionality reduction.<\/span><\/li>\n<li data-sourcepos=\"37:1-37:71\"><span style=\"vertical-align: inherit\">Master anomaly detection techniques to identify outliers in data<\/span><\/li>\n<li data-sourcepos=\"38:1-38:70\"><span style=\"vertical-align: inherit\">Advanced techniques in K-Means clustering for unsupervised learning tasks.<\/span><\/li>\n<li data-sourcepos=\"39:1-39:51\"><span style=\"vertical-align: inherit\">Iterating the K-Means algorithm to improve clustering results<\/span><\/li>\n<li data-sourcepos=\"40:1-40:59\"><span style=\"vertical-align: inherit\">Practical Applications of K-Means Clustering in Real-World Scenarios<\/span><\/li>\n<li data-sourcepos=\"41:1-41:66\"><span style=\"vertical-align: inherit\">Mastery of hierarchical clustering techniques for data segmentation<\/span><\/li>\n<li data-sourcepos=\"42:1-42:75\"><span style=\"vertical-align: inherit\">Visualize hierarchical clustering using dendrograms for clear insights<\/span><\/li>\n<li data-sourcepos=\"43:1-43:58\"><span style=\"vertical-align: inherit\">Applying PCA to real-world problems to reduce data dimensionality<\/span><\/li>\n<li data-sourcepos=\"44:1-44:59\"><span style=\"vertical-align: inherit\">Understanding Linear Discriminant Analysis (LDA) and its role in unsupervised learning<\/span><\/li>\n<li data-sourcepos=\"45:1-45:51\"><span style=\"vertical-align: inherit\">Comparing PCA vs. LDA for Dimensionality Reduction Techniques<\/span><\/li>\n<li data-sourcepos=\"46:1-46:57\"><span style=\"vertical-align: inherit\">Application of LDA for dimensionality reduction and classification in machine learning<\/span><\/li>\n<li data-sourcepos=\"47:1-47:46\"><span style=\"vertical-align: inherit\">Mastering t-SNE for dimensionality reduction and advanced visualization<\/span><\/li>\n<li data-sourcepos=\"48:1-48:74\"><span style=\"vertical-align: inherit\">Understand how t-SNE works and use it to visualize high-dimensional data.<\/span><\/li>\n<li data-sourcepos=\"49:1-49:42\"><span style=\"vertical-align: inherit\">Understanding and applying dimensionality reduction evaluation criteria<\/span><\/li>\n<li data-sourcepos=\"50:1-50:71\"><span style=\"vertical-align: inherit\">Hyperparameter tuning techniques for optimizing unsupervised learning models<\/span><\/li>\n<li data-sourcepos=\"51:1-51:65\"><span style=\"vertical-align: inherit\">Using Bayesian Optimization to Improve the Performance of Unsupervised Models<\/span><\/li>\n<li data-sourcepos=\"52:1-52:65\"><span style=\"vertical-align: inherit\">An introduction to extracting association rules to extract patterns from data<\/span><\/li>\n<li data-sourcepos=\"53:1-53:66\"><span style=\"vertical-align: inherit\">Understanding trust and support in extracting association rules for actionable insights.<\/span><\/li>\n<li data-sourcepos=\"54:1-54:74\"><span style=\"vertical-align: inherit\">Using the Apriori algorithm in extracting association rules for market portfolio analysis<\/span><\/li>\n<li data-sourcepos=\"55:1-56:0\"><span style=\"vertical-align: inherit\">Step-by-step explanation and application of the Apriori algorithm in real-world analytics<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"57:1-57:30\"><strong><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/strong><\/h3>\n<ul>\n<li data-sourcepos=\"59:1-59:163\"><span style=\"vertical-align: inherit\">Anyone who wants to learn the skills of the future and become a data scientist, senior data scientist, AI scientist, AI engineer, AI researcher, and AI specialist.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Mastery in Advanced Machine Learning &amp; Applied AI\u2122 Course Details<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/mastery-in-advanced-machine-learning-applied-aitm\/?couponCode=LEARNNOWPLANS\" 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\/dr-noble-arya\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Dr. Noble Arya<\/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: 24 hours and 45 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 58<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h2><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-950241 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/12\/Mastery-in-Advanced-Machine-Learning-Applied-AI\u21221.png\" alt=\"Download Mastery in Advanced Machine Learning &amp; Applied AI\u2122, Free Mastery in Advanced Machine Learning &amp; Applied AI\u2122, Mastery in Advanced Machine Learning &amp; Applied AI\u2122 Course, Free Download Mastery in Advanced Machine Learning &amp; Applied AI\u2122, Download Mastery in Advanced Machine Learning &amp; Applied AI\u2122 Course,\" width=\"787\" height=\"3405\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-950242 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/12\/Mastery-in-Advanced-Machine-Learning-Applied-AI\u21222-1.png\" alt=\"Download Mastery in Advanced Machine Learning &amp; Applied AI\u2122, Free Mastery in Advanced Machine Learning &amp; Applied AI\u2122, Mastery in Advanced Machine Learning &amp; Applied AI\u2122 Course, Free Download Mastery in Advanced Machine Learning &amp; Applied AI\u2122, Download Mastery in Advanced Machine Learning &amp; Applied AI\u2122 Course,\" width=\"786\" height=\"340\"><\/h2>\n<h3><span style=\"vertical-align: inherit\">Prerequisites for the Mastery in Advanced Machine Learning &amp; Applied AI\u2122 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\">Anyone can learn this class with simplicity end to end<\/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-950239 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/12\/Mastery-in-Advanced-Machine-Learning-Applied-AI\u2122-2.png\" alt=\"Mastery in Advanced Machine Learning &amp; Applied AI\u2122\" width=\"824\" height=\"418\"><\/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-148757-1\"><video class=\"wp-video-shortcode\" id=\"video-148757-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastery_in_Advanced_Machine_Learning_and_Applied_AI_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastery_in_Advanced_Machine_Learning_and_Applied_AI_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastery_in_Advanced_Machine_Learning_and_Applied_AI_Downloadly.ir.mp4?nocache=1786109991657\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastery_in_Advanced_Machine_Learning_and_Applied_AI_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<\/div>\n<h3><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Mastery_in_Advanced_Machine_Learning_and_Applied_AI_2024-11.part1_Downloadly.ir.rar?nocache=1786109990\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 2 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Mastery_in_Advanced_Machine_Learning_and_Applied_AI_2024-11.part2_Downloadly.ir.rar?nocache=1786109990\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 2 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Mastery_in_Advanced_Machine_Learning_and_Applied_AI_2024-11.part3_Downloadly.ir.rar?nocache=1786109990\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 2 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Mastery_in_Advanced_Machine_Learning_and_Applied_AI_2024-11.part4_Downloadly.ir.rar?nocache=1786109990\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 2 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Mastery_in_Advanced_Machine_Learning_and_Applied_AI_2024-11.part5_Downloadly.ir.rar?nocache=1786109990\"><span style=\"vertical-align: inherit\">Download Part 5 \u2013 2 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Mastery_in_Advanced_Machine_Learning_and_Applied_AI_2024-11.part6_Downloadly.ir.rar?nocache=1786109990\"><span style=\"vertical-align: inherit\">Download Part 6 \u2013 1.9 GB<\/span><\/a><\/p>\n<p><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">11.9 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Mastery in Advanced Machine Learning &amp; Applied AI\u2122. This comprehensive course is designed to transform learners into advanced experts in the fie<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[68707,68708,68709,66664,68710,68711],"class_list":["post-7541","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-mastery-in-advanced-machine-learning-applied-ai","dgi_tag-download-course-mastery-in-advanced-machine-learning-applied-ai","dgi_tag-download-mastery-in-advanced-machine-learning-applied-ai","dgi_tag-dr-noble-arya","dgi_tag-free-download-mastery-in-advanced-machine-learning-applied-ai","dgi_tag-free-mastery-in-advanced-machine-learning-applied-ai"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/7541","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\/7541\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=7541"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=7541"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=7541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}