{"id":15950,"date":"2026-08-10T12:01:00","date_gmt":"2026-08-10T12:01:00","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/universities-press-machine-learning-a-hands-on-approach-2025\/"},"modified":"2026-08-10T12:01:00","modified_gmt":"2026-08-10T12:01:00","slug":"universities-press-machine-learning-a-hands-on-approach-2025","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/universities-press-machine-learning-a-hands-on-approach-2025\/","title":{"rendered":"Universities Press \u2013 Machine Learning: A Hands on Approach 2025"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2><span dir=\"auto\" style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Machine Learning: A Hands-on Approach is a comprehensive, practical guide for those looking to move beyond theory and into the world of machine learning implementation. The author cuts through the jargon and charts a path that takes the reader on real-world projects using popular tools like Scikit-Learn and TensorFlow.<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">The main focus of the book is on solving real-world challenges such as data quality, overfitting, and feature engineering. By reading this work, the reader will not only become familiar with various algorithms, but also learn the skills necessary to design, train, and deploy machine learning models step by step.<\/span><\/p>\n<h3><span dir=\"auto\" style=\"vertical-align: inherit\">Book Features<\/span><\/h3>\n<ul>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Step-by-step training on implementing regression, classification, and clustering models.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Focus on project-based learning using standard Python libraries.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Coverage of advanced topics including deep neural networks and transformers.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Providing \u201ctry it yourself\u201d exercises at the end of each section to consolidate learning.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Investigating ensemble learning methods such as random forests.<\/span><\/li>\n<\/ul>\n<h3><span dir=\"auto\" style=\"vertical-align: inherit\">Book specifications<\/span><\/h3>\n<ul>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?m.universitiespress.com\/details?id=9788197424984\" target=\"_blank\" rel=\"nofollow noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">Universities Press<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor\/Author: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/c-r-rene-robin\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">CR Rene Robin<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Number of pages: 1180<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Number of chapters: 14<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Format: PDF<\/span><\/li>\n<\/ul>\n<h3><strong><span dir=\"auto\" style=\"vertical-align: inherit\">Machine Learning: A Hands-on Approach<\/span><\/strong><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1032810 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/02\/Machine-Learning-A-Hands-on-Approach1.png\" alt=\"Machine Learning: A Hands on Approach\" width=\"230\" height=\"768\"> <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1032811\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/02\/Machine-Learning-A-Hands-on-Approach2.png\" alt=\"Machine Learning: A Hands on Approach\" width=\"230\" height=\"280\"><\/p>\n<h3><span dir=\"auto\" style=\"vertical-align: inherit\">Pictures<\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1032812 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/02\/Machine-Learning-A-Hands-on-Approach44.png\" alt=\"Machine Learning: A Hands on Approach\" width=\"805\" height=\"233\"><\/p>\n<h3><span dir=\"auto\" style=\"vertical-align: inherit\">User Guide<\/span><\/h3>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">Extract the file and run it with the appropriate software.<\/span><\/p>\n<h3><span dir=\"auto\" style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Universities_Press_Machine_Learning_A_Hands_on_Approach_2025_Downloadly.ir.rar?nocache=1785940986\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download file \u2013 19.4 MB<\/span><\/a><\/p>\n<h5><span dir=\"auto\" style=\"vertical-align: inherit\">File(s) password: <\/span><a><span dir=\"auto\" style=\"vertical-align: inherit\">www.downloadly.ir<\/span><\/a><\/h5>\n<h3><span dir=\"auto\" style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">19.4 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Machine Learning: A Hands-on Approach is a comprehensive, practical guide for those looking to move beyond theory and into the world of machine lear<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[127485],"dgi_tag":[128693,128694,128695,128696,128697,128698,128699,128700,128701],"class_list":["post-15950","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-ebook","dgi_tag-c-r-rene-robin","dgi_tag-download-machine-learning-a-hands-on-approach","dgi_tag-download-machine-learning-a-hands-on-approach-book","dgi_tag-free-download-machine-learning-a-hands-on-approach","dgi_tag-free-machine-learning-a-hands-on-approach","dgi_tag-machine-learning-a-hands-on-approach","dgi_tag-machine-learning-a-hands-on-approach-book","dgi_tag-machine-learning-a-hands-on-approach-download","dgi_tag-universities-press"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/15950","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\/15950\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=15950"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=15950"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=15950"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}