{"id":10186,"date":"2026-08-10T10:16:05","date_gmt":"2026-08-10T10:16:05","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-python-for-simple-multiple-and-polynomial-regression-models-2023-10\/"},"modified":"2026-08-10T10:16:05","modified_gmt":"2026-08-10T10:16:05","slug":"udemy-python-for-simple-multiple-and-polynomial-regression-models-2023-10","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-python-for-simple-multiple-and-polynomial-regression-models-2023-10\/","title":{"rendered":"Udemy \u2013 Python for Simple, Multiple and Polynomial Regression Models 2023-10"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Python for Simple, Multiple and Polynomial Regression Models. This course teaches you how to solve regression problems using Python, with a thorough understanding of the theory and mathematics behind it. In this course, mathematical equations related to regression are extracted in detail and then implemented in Python step by step so that you can clearly see the connection between theoretical concepts and practical coding. This course is designed for a wide range of people, from high school students to university students and researchers in the field of machine learning. The training starts with the basics of regression and gradually moves to more advanced levels so that everyone can follow the material easily. During the course, you will be introduced to regression theory, mathematical calculations and how to translate these concepts into Python code, and finally you will be able to practically implement regression models based on the equations learned.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"15:1-15:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"17:1-25:0\">\n<li data-sourcepos=\"17:1-17:40\"><span style=\"vertical-align: inherit\">Python programming for regression analysis<\/span><\/li>\n<li data-sourcepos=\"18:1-18:36\"><span style=\"vertical-align: inherit\">The Mathematics and Intuition Behind Regression Models<\/span><\/li>\n<li data-sourcepos=\"19:1-19:45\"><span style=\"vertical-align: inherit\">Simple Linear Regression<\/span><\/li>\n<li data-sourcepos=\"20:1-20:50\"><span style=\"vertical-align: inherit\">Multiple Linear Regression<\/span><\/li>\n<li data-sourcepos=\"21:1-21:44\"><span style=\"vertical-align: inherit\">Polynomial Regression<\/span><\/li>\n<li data-sourcepos=\"22:1-22:15\"><span style=\"vertical-align: inherit\">Ridge regression<\/span><\/li>\n<li data-sourcepos=\"23:1-23:48\"><span style=\"vertical-align: inherit\">Least Square Regression<\/span><\/li>\n<li data-sourcepos=\"24:1-25:0\"><span style=\"vertical-align: inherit\">Regression by Gradient Descent<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"26:1-26:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"28:1-32:0\">\n<li data-sourcepos=\"28:1-28:89\"><span style=\"vertical-align: inherit\">Students studying Data Science, Machine Learning, and Applied Statistical Analytics.<\/span><\/li>\n<li data-sourcepos=\"29:1-29:96\"><span style=\"vertical-align: inherit\">Students and researchers who want to migrate to Python from Matlab and other programming languages.<\/span><\/li>\n<li data-sourcepos=\"30:1-30:111\"><span style=\"vertical-align: inherit\">Students and researchers who are familiar with the theory of regression analysis but don\u2019t know how to implement it in Python.<\/span><\/li>\n<li data-sourcepos=\"31:1-32:0\"><span style=\"vertical-align: inherit\">Anyone who wants to learn simple, multiple, and polynomial regression analysis from scratch.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Python course specifications for Simple Multiple and Polynomial Regression Models<\/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\/python-for-simple-multiple-and-polynomial-regression-models\/?couponCode=ST6MT60525G3\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor:&nbsp; <\/span><a class=\"ud-btn ud-btn-medium ud-btn-link ud-heading-sm ud-text-sm ud-instructor-links\" href=\"https:\/\/downloadlynet.ir\/tag\/zeeshan-ahmad\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Zeeshan Ahmad<\/span><\/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: 6 hours and 43 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 41<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-982451 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Python-for-Simple-Multiple-and-Polynomial-Regression-Models-1.png\" alt=\"Python for Simple Multiple and Polynomial Regression Models\" width=\"881\" height=\"381\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the Python for Simple Multiple and Polynomial Regression Models course<\/span><\/h3>\n<div class=\"ud-block-list-item ud-block-list-item-small ud-block-list-item-tight ud-block-list-item-neutral ud-text-sm\" dir=\"ltr\" style=\"text-align: left\">\n<ul>\n<li class=\"ud-block-list-item-content\" dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Basic knowledge of mathematics will be helpful<\/span><\/li>\n<\/ul>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-982452 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Python-for-Simple-Multiple-and-Polynomial-Regression-Models.png\" alt=\"Python for Simple Multiple and Polynomial Regression Models\" width=\"838\" height=\"395\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample course video<\/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-164277-1\"><video class=\"wp-video-shortcode\" id=\"video-164277-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_for_Simple_Multiple_and_Polynomial_Regression_Models_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_for_Simple_Multiple_and_Polynomial_Regression_Models_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_for_Simple_Multiple_and_Polynomial_Regression_Models_Downloadly.ir.mp4?nocache=1786137393569\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_for_Simple_Multiple_and_Polynomial_Regression_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 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\">Subtitles: 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_Python_for_Simple_Multiple_and_Polynomial_Regression_Models_2023-10.part1_Downloadly.ir.rar?nocache=1786137392\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Python_for_Simple_Multiple_and_Polynomial_Regression_Models_2023-10.part2_Downloadly.ir.rar?nocache=1786137392\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Python_for_Simple_Multiple_and_Polynomial_Regression_Models_2023-10.part3_Downloadly.ir.rar?nocache=1786137392\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 22 MB<\/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\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">2.02 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Python for Simple, Multiple and Polynomial Regression Models. This course teaches you how to solve regression problems using Python, with a thorough<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[86531,86532,86533,86534,86535,45517],"class_list":["post-10186","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-python-for-simple-multiple-and-polynomial-regression-models","dgi_tag-download-course-python-for-simple-multiple-and-polynomial-regression-models","dgi_tag-download-python-for-simple-multiple-and-polynomial-regression-models","dgi_tag-free-download-python-for-simple-multiple-and-polynomial-regression-models","dgi_tag-free-python-for-simple-multiple-and-polynomial-regression-models","dgi_tag-zeeshan-ahmad"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/10186","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\/10186\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=10186"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=10186"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=10186"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}