{"id":15997,"date":"2026-08-10T12:01:45","date_gmt":"2026-08-10T12:01:45","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/apress-hands-on-scikit-learn-for-machine-learning-applications-2020\/"},"modified":"2026-08-10T12:01:45","modified_gmt":"2026-08-10T12:01:45","slug":"apress-hands-on-scikit-learn-for-machine-learning-applications-2020","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/apress-hands-on-scikit-learn-for-machine-learning-applications-2020\/","title":{"rendered":"Apress \u2013 Hands-on Scikit-Learn for Machine Learning Applications 2020"},"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\">Hands-on Scikit-Learn for Machine Learning Applications is a very practical guide to entering the world of data science and machine learning using the popular Scikit-Learn library in Python. Using a project-based approach, the author walks the reader through all the steps of a data mining project, from loading and preprocessing data to implementing complex algorithms.<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit\">The text is structured to explain concepts such as classification, regression, and clustering with real-world examples. This is an ideal resource for those who want to quickly implement intelligent models without getting too involved in pure mathematics.<\/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 tutorial on working with key Scikit-Learn functions for data analysis.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Complete coverage of supervised and unsupervised learning topics.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Providing feature engineering techniques to improve model performance.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Focus on evaluating models using rigorous statistical criteria.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Suitable for beginners and analysts looking to quickly learn data science tools.<\/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\/?www.amazon.com\/-\/es\/David-Paper-ebook\/dp\/B081MVQR31\/ref=sr_1_1?__mk_es_US=%C3%85M%C3%85%C5%BD%C3%95%C3%91&amp;crid=2SXV1H3B8AJXL&amp;dib=eyJ2IjoiMSJ9.7SDLqhKlsbv9m8Iu6qYqFlL7KzUCRFLa7mcRAFq-rLRzboB0tyAtqegBaCaW5APCRWDiN8lepfh6hl099N5nqMVBe_tGgxCQqz7Vx32SKrap842L2h7MWlzaCelArh3_fXjkblhQUj9KtrkPdc6FKhfjgF8bW2GXjfRmkYkhs22eeH-fDS3q_15aQHDB8R4KVn7n321PnpXwJJS5U1TzEsoPTglt0teDn_aWXu45PNI.hOnQzQKaZN-QK_ZvrUf43JiuCMuHVkaj30UwMOv_z5I&amp;dib_tag=se&amp;keywords=Hands-on+Scikit-Learn+for+Machine+Learning+Applications&amp;qid=1771316660&amp;s=books&amp;sprefix=guide+to+efficient+software+design%2Cstripbooks%2C268&amp;sr=1-1\" target=\"_blank\" rel=\"nofollow noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">Apress<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor\/Author: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/david-paper\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">David Paper<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Number of pages: 247<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Number of chapters: 8<\/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\">Headlines<\/span><\/strong><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1034272 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/02\/Hands-on-Scikit-Learn-for-Machine-Learning-Applications51.png\" alt=\"Hands-on Scikit-Learn for Machine Learning Applications\" width=\"262\" height=\"732\"><\/p>\n<h3><span dir=\"auto\" style=\"vertical-align: inherit\">Pictures<\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1034271 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/02\/Hands-on-Scikit-Learn-for-Machine-Learning-Applications44.png\" alt=\"Hands-on Scikit-Learn for Machine Learning Applications\" width=\"906\" height=\"114\"><\/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\/Apress_Hands_on_Scikit_Learn_for_Machine_Learning_Applications_2020_Downloadly.ir.rar?nocache=1785941135\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download file \u2013 2.2 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\">2.2 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Hands-on Scikit-Learn for Machine Learning Applications is a very practical guide to entering the world of data science and machine learning using t<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[127485],"dgi_tag":[125489,129066,129067,129068,129069,129070,129071,129072,129073],"class_list":["post-15997","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-ebook","dgi_tag-apress","dgi_tag-david-paper","dgi_tag-download-hands-on-scikit-learn-for-machine-learning-applications","dgi_tag-download-hands-on-scikit-learn-for-machine-learning-applications-book","dgi_tag-free-download-hands-on-scikit-learn-for-machine-learning-applications","dgi_tag-free-hands-on-scikit-learn-for-machine-learning-applications","dgi_tag-hands-on-scikit-learn-for-machine-learning-applications","dgi_tag-hands-on-scikit-learn-for-machine-learning-applications-book","dgi_tag-hands-on-scikit-learn-for-machine-learning-applications-download"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/15997","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\/15997\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=15997"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=15997"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=15997"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}