{"id":2916,"date":"2026-08-10T09:00:20","date_gmt":"2026-08-10T09:00:20","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/oreilly-machine-learning-with-python-for-everyone-part-2-measuring-models-2022-9\/"},"modified":"2026-08-10T09:00:20","modified_gmt":"2026-08-10T09:00:20","slug":"oreilly-machine-learning-with-python-for-everyone-part-2-measuring-models-2022-9","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/oreilly-machine-learning-with-python-for-everyone-part-2-measuring-models-2022-9\/","title":{"rendered":"Oreilly \u2013 Machine Learning with Python for Everyone, Part 2: Measuring Models 2022-9"},"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\">Course Machine Learning with Python for Everyone Part 2: Measuring Models. You will become familiar with the basic criteria used to evaluate general learning systems and the specific criteria used in classification and regression. You will learn techniques to derive the most informative learning performance metrics from your data. You will have a powerful toolbox of numerical and graphical techniques to understand how your learning system performs on new data. This course is suitable for anyone who needs to improve their basic understanding of machine learning concepts and become familiar with basic machine learning code. You may be a newer data scientist, a data analyst transitioning to using machine learning models, an R&amp;D scientist looking to add machine learning techniques to your classic statistical training, or a manager who needs Adds Data Science\/Machine Learning to your team.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Students should have a basic understanding of programming in Python (variables, basic control flow, simple scripts). They should also be familiar with machine learning vocabulary (dataset, training set, test set, model), but knowledge about the concepts can be very shallow. They should have a working Python installation that allows you to use scikit-learn and matplotlib.<\/span><\/p>\n<h3><span style=\"vertical-align: inherit\">What you will learn in the course<\/span><\/h3>\n<div class=\"what-you-will-learn--content-spacing--3n5NU\">\n<ul>\n<li><span style=\"vertical-align: inherit\">Recognize misfits and overfits with graphical charts.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Use resampling techniques like cross-validation to get the most out of your data.<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Graphical evaluation of learning performance of learning systems<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Compare production learners with baseline models on different classification criteria<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Construction and evaluation of confusion matrices and ROC curves<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Apply classification criteria to multi-class learning problems<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Create accurate recall and lift curves for classifiers<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Compare production regression techniques with baseline regressions on different regression measures<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Construct residual plots for the regressions<\/span><\/li>\n<\/ul>\n<\/div>\n<h3><span style=\"vertical-align: inherit\">Course specifications Machine Learning with Python for Everyone Part 2: Measuring Models<\/span><\/h3>\n<ul>\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.oreilly.com\/library\/view\/machine-learning-with\/9780136932604\/\/\" target=\"_blank\"><span style=\"vertical-align: inherit\">Oreilly<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor: <\/span><a class=\"author-name\" href=\"https:\/\/downloadlynet.ir\/tag\/mark-fenner\/\"><span style=\"vertical-align: inherit\">Mark Fenner<\/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: 5 hours 34 minutes<\/span><\/li>\n<\/ul>\n<h3><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-896925 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/04\/Machine-Learning-with-Python-for-Everyone-Part-2-Measuring-Models-1.jpg\" alt=\"Machine Learning with Python for Everyone Part 2: Measuring Models\" width=\"467\" height=\"1889\"><\/p>\n<h3><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-896924 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/04\/Machine-Learning-with-Python-for-Everyone-Part-2-Measuring-Models.jpg\" alt=\"Machine Learning with Python for Everyone Part 2: Measuring Models\" width=\"1184\" height=\"416\"><\/p>\n<h3><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-123483-1\"><video class=\"wp-video-shortcode\" id=\"video-123483-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_with_Python_for_Everyone_Part_2_Measuring_Models_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_with_Python_for_Everyone_Part_2_Measuring_Models_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_with_Python_for_Everyone_Part_2_Measuring_Models_Downloadly.ir.mp4?nocache=1786096716751\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Machine_Learning_with_Python_for_Everyone_Part_2_Measuring_Models_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\">English subtitle<\/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:\/\/dl3.downloadly.ir\/Files\/Elearning\/Oreilly_Machine_Learning_with_Python_for_Everyone_Part_2_Measuring_Models_2022-9.part1_Downloadly.ir.rar?nocache=1786096714\"><span style=\"vertical-align: inherit\">Download part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Oreilly_Machine_Learning_with_Python_for_Everyone_Part_2_Measuring_Models_2022-9.part2_Downloadly.ir.rar?nocache=1786096714\"><span style=\"vertical-align: inherit\">Download part 2 \u2013 668 MB<\/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\">Size<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">1.6 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Course Machine Learning with Python for Everyone Part 2: Measuring Models. You will become familiar with the basic criteria used to evaluate general<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[31521,31522,31523,31524,31525,31526,31527,31528,31529],"class_list":["post-2916","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-machine-learning-with-python-for-everyone-part-2-measuring-models","dgi_tag-download-course-machine-learning-with-python-for-everyone-part-2-measuring-models","dgi_tag-download-machine-learning-with-python-for-everyone-part-2-measuring-models","dgi_tag-free-download-course-machine-learning-with-python-for-everyone-part-2-measuring-models","dgi_tag-free-download-machine-learning-with-python-for-everyone-part-2-measuring-models","dgi_tag-free-machine-learning-with-python-for-everyone-part-2-measuring-models","dgi_tag-machine-learning-with-python-for-everyone-part-2-measuring-models-for-free","dgi_tag-mark-fenner","dgi_tag-paid-course-machine-learning-with-python-for-everyone-part-2-measuring-models"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/2916","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\/2916\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=2916"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=2916"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=2916"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}