{"id":12961,"date":"2026-08-10T10:52:40","date_gmt":"2026-08-10T10:52:40","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/maven-analytics-data-science-in-python-classification-2025-10\/"},"modified":"2026-08-10T10:52:40","modified_gmt":"2026-08-10T10:52:40","slug":"maven-analytics-data-science-in-python-classification-2025-10","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/maven-analytics-data-science-in-python-classification-2025-10\/","title":{"rendered":"Maven Analytics \u2013 Data Science in Python: Classification 2025-10"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2>Descriptions<\/h2>\n<p>Data Science in Python: Classification, This course teaches foundational Python skills for applying classification models to real-world data. You\u2019ll learn how to use K-Nearest Neighbors, Logistic Regression, Decision Trees, Random Forests, and Gradient Boosted Machines, building practical experience with each technique. The curriculum covers the theory behind each model, step-by-step implementation in Python, and guidance for evaluating model performance and interpreting results. By the end, you\u2019ll be able to choose and apply the right classification approach for your data science projects, confidently analyze outcomes, and communicate findings to stakeholders.<\/p>\n<h3>What you\u2019ll learn<\/h3>\n<ul>\n<li>Understand the theory and intuition behind common classification models<\/li>\n<li>Implement K-Nearest Neighbors, Logistic Regression, Decision Trees, Random Forests, and Gradient Boosted Machines in Python<\/li>\n<li>Evaluate model performance and interpret classification results<\/li>\n<li>Choose the right classification technique for different data science scenarios<\/li>\n<\/ul>\n<h3>Who this course is for<\/h3>\n<ul>\n<li>Aspiring data scientists seeking hands-on experience with Python classification models<\/li>\n<li>Analysts and professionals wanting to apply machine learning to real-world datasets<\/li>\n<li>Anyone looking to build practical skills in supervised learning and model evaluation<\/li>\n<\/ul>\n<h3>Specificatoin of Data Science in Python: Classification<\/h3>\n<ul>\n<li>Publisher : <a href=\"https:\/\/href.li\/?https:\/\/mavenanalytics.io\/course\/python-classification\" target=\"_blank\" rel=\"noopener\">Maven Analytics<\/a><\/li>\n<li>Teacher : <a href=\"https:\/\/downloadlynet.ir\/tag\/chris-bruehl\">Chris Bruehl<\/a><\/li>\n<li>Language : English<\/li>\n<li>Level : All Levels<\/li>\n<li>Duration : 16 hours<\/li>\n<\/ul>\n<h3>Content of Data Science in Python: Classification<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1016124\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Data-Science-in-Python_-Classification.c.jpeg\" alt=\"Data Science in Python_ Classification\" width=\"962\" height=\"960\"><\/p>\n<h3>Requirements<\/h3>\n<ul dir=\"ltr\">\n<li>We&nbsp;<em>strongly<\/em>&nbsp;recommend taking our&nbsp;<strong>Data Prep &amp; EDA<\/strong>&nbsp;and&nbsp;<strong>Regression<\/strong>&nbsp;courses first<\/li>\n<li>Jupyter Notebooks&nbsp;<em>(free download, we\u2019ll walk through the install)<\/em><\/li>\n<li>Familiarity with base Python and Pandas is recommended, but not required<\/li>\n<\/ul>\n<h3>Pictures<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-1016125\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/10\/Data-Science-in-Python_-Classification.d.jpeg\" alt=\"Data Science in Python_ Classification\" width=\"868\" height=\"325\"><\/p>\n<h3>Sample Clip<\/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-182500-1\"><video class=\"wp-video-shortcode\" id=\"video-182500-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_in_Python_Classification_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_in_Python_Classification_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_in_Python_Classification_Downloadly.ir.mp4?nocache=1786174174572\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Data_Science_in_Python_Classification_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<h3>Installation Guide<\/h3>\n<p>Extract the files and watch with your favorite player<\/p>\n<p>Subtitle : English<\/p>\n<p>Quality: 1080p<\/p>\n<h3>Download Links<\/h3>\n<h4>Downloadly<\/h4>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Maven_Analytics_Data_Science_in_Python_Classification_2025-10_Downloadly.ir.part1.rar?nocache=1786174173\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Maven_Analytics_Data_Science_in_Python_Classification_2025-10_Downloadly.ir.part2.rar?nocache=1786174173\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 435 MB<\/a><\/p>\n<h4>Rapidgator<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/d072678549df0379ce6e10f1caa72fd4\/Maven_Analytics_Data_Science_in_Python_Classification_2025-10_Downloadly.ir.part1.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/e2a38878952199b82958a92a29413b57\/Maven_Analytics_Data_Science_in_Python_Classification_2025-10_Downloadly.ir.part2.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 435 MB<\/a><\/p>\n<h5>Password file(s): <a>www.downloadly.ir<\/a><\/h5>\n<h3>File size<\/h3>\n<p>1.42 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Descriptions Data Science in Python: Classification, This course teaches foundational Python skills for applying classification models to real-world data. You\u2019l<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[24070,106455,106456,106457,106458,106459,106460,106461,106462],"class_list":["post-12961","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-chris-bruehl","dgi_tag-data-science-in-python-classification","dgi_tag-data-science-in-python-classification-download","dgi_tag-data-science-in-python-classification-free","dgi_tag-data-science-in-python-classification-free-download","dgi_tag-download-data-science-in-python-classification","dgi_tag-free-data-science-in-python-classification","dgi_tag-free-download-data-science-in-python-classification","dgi_tag-maven-analytics-data-science-in-python-classification"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/12961","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\/12961\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=12961"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=12961"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=12961"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}