{"id":11539,"date":"2026-08-10T10:33:35","date_gmt":"2026-08-10T10:33:35","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-dimensionality-reduction-machine-learning-in-python-2023-2\/"},"modified":"2026-08-10T10:33:35","modified_gmt":"2026-08-10T10:33:35","slug":"udemy-dimensionality-reduction-machine-learning-in-python-2023-2","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-dimensionality-reduction-machine-learning-in-python-2023-2\/","title":{"rendered":"Udemy \u2013 Dimensionality Reduction: Machine Learning in Python 2023-2"},"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\"><span style=\"vertical-align: inherit\">Dimensionality Reduction: Machine Learning in Python. This course is a comprehensive masterclass in learning dimensionality reduction techniques in machine learning using Python. As one of the most complete online resources, this course provides the skills necessary to become an expert in this field. After completing the course, participants will have a good understanding of the concepts of visualization and dimensionality reduction and can use these techniques in their projects. The course is designed for people who are tired of scattered or outdated training and starts from the basics without requiring any specific background. Throughout the course, core techniques such as PCA, LLE, t-SNE, and ISOMAP are taught and questions such as the nature of high-dimensional datasets and dimensionality reduction models are answered. There are also comprehensive chapters on dataset dimensions and dimensionality reduction mechanisms so that participants can code for different platforms.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Mastery of Visualization and Dimensionality Reduction in Python.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Become an advanced, confident, and modern data scientist from the ground up.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Prepare to enter the job market by understanding how Dimensionality Reduction really works behind the scenes.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Applying powerful machine learning techniques for Dimensionality Reduction.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Proficiency in machine learning tools such as PCA, LLE, TSNE, Multidimensional Scaling, ISOMAP, and Fisher Discriminant Analysis.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Learn how to think and work like a data scientist: problem solving, research, and workflow.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Get fast and friendly support in the Q&amp;A section.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Practice skills with over 10 challenges and assignments (solutions included).<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Anyone who wants to start learning Dimensionality Reduction in Machine Learning.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Anyone interested in machine learning.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Students who have at least high school math knowledge and want to start learning machine learning.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">People who are not comfortable with coding but are interested in machine learning and want to easily implement it on datasets.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Students who want to start a career in data science.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">People who are not satisfied with their jobs and want to become a data scientist.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Data analysts who want to advance in machine learning.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">People who want to add value to their business using powerful machine learning tools.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details Dimensionality Reduction: Machine Learning in Python<\/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\/dimensionality-reduction-machine-learning-with-python\/?couponCode=LETSLEARNNOW\" 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\/lucas-bazilio\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Lucas Bazilio<\/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: 9 hours and 46 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course syllabus as of 2025\/3<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-998312 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/Dimensionality-Reduction-Machine-Learning-in-Python-1.png\" alt=\"Dimensionality Reduction: Machine Learning in Python\" width=\"880\" height=\"706\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the Dimensionality Reduction: Machine Learning in Python course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">No data science experience is necessary to take this course.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Any computer and OS will work \u2014 Windows, macOS or Linux. We will set up your code environment in the course.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-998313 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/Dimensionality-Reduction-Machine-Learning-in-Python.png\" alt=\"Dimensionality Reduction: Machine Learning in Python\" width=\"880\" height=\"394\"><\/h3>\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-172164-1\"><video class=\"wp-video-shortcode\" id=\"video-172164-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Dimensionality_Reduction_Machine_Learning_in_Python_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Dimensionality_Reduction_Machine_Learning_in_Python_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Dimensionality_Reduction_Machine_Learning_in_Python_Downloadly.ir.mp4?nocache=1786141066278\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Dimensionality_Reduction_Machine_Learning_in_Python_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: None<\/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_Dimensionality_Reduction_Machine_Learning_in_Python_2023-2.part1_Downloadly.ir.rar?nocache=1786141065\"><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_Dimensionality_Reduction_Machine_Learning_in_Python_2023-2.part2_Downloadly.ir.rar?nocache=1786141065\"><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_Dimensionality_Reduction_Machine_Learning_in_Python_2023-2.part3_Downloadly.ir.rar?nocache=1786141065\"><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_Dimensionality_Reduction_Machine_Learning_in_Python_2023-2.part4_Downloadly.ir.rar?nocache=1786141065\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 936 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\">3.9 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Dimensionality Reduction: Machine Learning in Python. This course is a comprehensive masterclass in learning dimensionality reduction techniques in <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[96128,96129,96130,96131,96132,11329],"class_list":["post-11539","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-dimensionality-reduction-machine-learning-in-python","dgi_tag-download-course-dimensionality-reduction-machine-learning-in-python","dgi_tag-download-dimensionality-reduction-machine-learning-in-python","dgi_tag-free-dimensionality-reduction-machine-learning-in-python","dgi_tag-free-download-dimensionality-reduction-machine-learning-in-python","dgi_tag-lucas-bazilio"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/11539","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\/11539\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=11539"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=11539"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=11539"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}