{"id":3614,"date":"2026-08-10T09:06:27","date_gmt":"2026-08-10T09:06:27","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-mastering-machine-learning-algorithms-using-python-2024-4\/"},"modified":"2026-08-10T09:06:27","modified_gmt":"2026-08-10T09:06:27","slug":"udemy-mastering-machine-learning-algorithms-using-python-2024-4","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-mastering-machine-learning-algorithms-using-python-2024-4\/","title":{"rendered":"Udemy \u2013 Mastering Machine Learning Algorithms using Python 2024-4"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\">Description<\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"5:1-5:58\"><span style=\"vertical-align: inherit\">Mastering Machine Learning Algorithms using Python course. Do you dream of becoming a machine learning engineer or data scientist? If yes, then this course is for you. In this course, with the key concepts of machine learning, use cases, role of data, challenges of bias, variance and overfitting, selection of appropriate performance criteria, model evaluation techniques, model optimization using hyperparameter tuning and validation with grid search. (Grid Search Cross Validation) and so on. You will learn how to build classification models using different algorithms, regression models and clustering models. You will learn scenarios and use cases for deploying machine learning models. This course covers Python for data science and machine learning in detail and is absolutely essential for Python beginners. Much of the course is hands-on, guiding you through exploratory data analysis, model development, model optimization, and model evaluation techniques through fully-solved projects and examples. This course makes extensive use of the Numpy and Pandas libraries to teach exploratory data analysis. In addition, it covers the Matplotlib and Seaborn libraries for visualization. Also included is an introductory lesson on Deep Neural Networks with a solved example on image classification using TensorFlow and Keras.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"19:1-19:35\"><strong><span style=\"vertical-align: inherit\">What you will learn in the course<\/span><\/strong><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"21:1-25:1\">\n<li data-sourcepos=\"21:1-21:41\"><span style=\"vertical-align: inherit\">Key concepts of deep machine learning<\/span><\/li>\n<li data-sourcepos=\"22:1-22:53\"><span style=\"vertical-align: inherit\">Understand the scenarios used to apply machine learning<\/span><\/li>\n<li data-sourcepos=\"23:1-23:51\"><span style=\"vertical-align: inherit\">Detailed coverage of Python for data science and machine learning<\/span><\/li>\n<li data-sourcepos=\"24:1-24:32\"><span style=\"vertical-align: inherit\">Regression algorithm \u2013 linear regression<\/span><\/li>\n<li data-sourcepos=\"25:1-25:1\"><span style=\"vertical-align: inherit\">Classification problems and classification algorithms<\/span><\/li>\n<li data-sourcepos=\"26:1-26:52\"><span style=\"vertical-align: inherit\">Unsupervised learning using K-Means clustering<\/span><\/li>\n<li data-sourcepos=\"27:1-27:33\"><span style=\"vertical-align: inherit\">Exploratory data analysis techniques<\/span><\/li>\n<li data-sourcepos=\"28:1-28:36\"><span style=\"vertical-align: inherit\">Data volume reduction techniques (dimensional reduction)<\/span><\/li>\n<li data-sourcepos=\"29:1-29:24\"><span style=\"vertical-align: inherit\">Feature engineering techniques<\/span><\/li>\n<li data-sourcepos=\"30:1-30:47\"><span style=\"vertical-align: inherit\">Model optimization using hyperparameter tuning<\/span><\/li>\n<li data-sourcepos=\"31:1-31:53\"><span style=\"vertical-align: inherit\">Model optimization using grid search validation<\/span><\/li>\n<li data-sourcepos=\"32:1-33:0\"><span style=\"vertical-align: inherit\">An introduction to deep neural networks<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"34:1-34:33\"><strong><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/strong><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"36:1-37:36\">\n<li data-sourcepos=\"36:1-36:43\"><span style=\"vertical-align: inherit\">Machine learning engineers from beginner to advanced<\/span><\/li>\n<li data-sourcepos=\"37:1-37:36\"><span style=\"vertical-align: inherit\">Data scientists from beginner to advanced<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Mastering Machine Learning Algorithms using Python course specifications<\/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\/mastering-machine-learning-algorithms-using-python\/?couponCode=ST19MT60324\" target=\"_blank\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/manas-dasgupta\/\"><span style=\"vertical-align: inherit\">Manas Dasgupta<\/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: 28 hours and 34 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 108<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h2 dir=\"ltr\" style=\"text-align: left\">&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-905462 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/06\/Mastering-Machine-Learning-Algorithms-using-Python-2.jpg\" alt=\"Mastering Machine Learning Algorithms using Python\" width=\"802\" height=\"847\"><\/h2>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites of the Mastering Machine Learning Algorithms using Python course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li style=\"text-align: left\">Some exposure to Programming Languages will be useful<\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h2 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-905460 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/06\/Mastering-Machine-Learning-Algorithms-using-Python.jpg\" alt=\"Mastering Machine Learning Algorithms using Python\" width=\"828\" height=\"324\"><\/h2>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample video of the course<\/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-127903-1\"><video class=\"wp-video-shortcode\" id=\"video-127903-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Machine_Learning_Algorithms_using_Python_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Machine_Learning_Algorithms_using_Python_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Machine_Learning_Algorithms_using_Python_Downloadly.ir.mp4?nocache=1786099039862\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mastering_Machine_Learning_Algorithms_using_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\">Subtitle: 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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Machine_Learning_Algorithms_using_Python_2024-4.part1_Downloadly.ir.rar?nocache=1786099038\"><span style=\"vertical-align: inherit\">Download part 1 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Machine_Learning_Algorithms_using_Python_2024-4.part2_Downloadly.ir.rar?nocache=1786099038\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Machine_Learning_Algorithms_using_Python_2024-4.part3_Downloadly.ir.rar?nocache=1786099038\"><span style=\"vertical-align: inherit\">Download part 3 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Machine_Learning_Algorithms_using_Python_2024-4.part4_Downloadly.ir.rar?nocache=1786099038\"><span style=\"vertical-align: inherit\">Download part 4 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Mastering_Machine_Learning_Algorithms_using_Python_2024-4.part5_Downloadly.ir.rar?nocache=1786099038\"><span style=\"vertical-align: inherit\">Download part 5 \u2013 1.2 GB<\/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\">Size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">9.2 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Mastering Machine Learning Algorithms using Python course. Do you dream of becoming a machine learning engineer or data scientist? If yes, then this<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[40837,40838,40839,40840,40841,40842,40843,40844,40845,40846,40847,40848,40849,40850,40851],"class_list":["post-3614","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-mastering-machine-learning-algorithms-using-python","dgi_tag-download-course-mastering-machine-learning-algorithms-using-python","dgi_tag-download-link-mastering-machine-learning-algorithms-using-python","dgi_tag-download-links-mastering-machine-learning-algorithms-using-python","dgi_tag-download-mastering-machine-learning-algorithms-using-python","dgi_tag-download-paid-course-mastering-machine-learning-algorithms-using-python","dgi_tag-free-download-course-mastering-machine-learning-algorithms-using-python","dgi_tag-free-download-link-mastering-machine-learning-algorithms-using-python","dgi_tag-free-download-links-mastering-machine-learning-algorithms-using-python","dgi_tag-free-download-mastering-machine-learning-algorithms-using-python","dgi_tag-free-download-paid-course-mastering-machine-learning-algorithms-using-python","dgi_tag-free-links-download-mastering-machine-learning-algorithms-using-python","dgi_tag-free-mastering-machine-learning-algorithms-using-python","dgi_tag-manas-dasgupta","dgi_tag-paid-course-mastering-machine-learning-algorithms-using-python"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/3614","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\/3614\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=3614"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=3614"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=3614"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}