{"id":8953,"date":"2026-08-10T10:01:54","date_gmt":"2026-08-10T10:01:54","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-complete-linear-regression-analysis-in-python-2024-11\/"},"modified":"2026-08-10T10:01:54","modified_gmt":"2026-08-10T10:01:54","slug":"udemy-complete-linear-regression-analysis-in-python-2024-11","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-complete-linear-regression-analysis-in-python-2024-11\/","title":{"rendered":"Udemy \u2013 Complete Linear Regression Analysis in Python 2024-11"},"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\" data-sourcepos=\"7:1-7:315\"><span style=\"vertical-align: inherit\">Complete Linear Regression Analysis in Python Course. This comprehensive course teaches you how to build a linear regression model in Python. After completing this course, you will be able to solve real-world problems using the Machine Learning linear regression technique, build linear regression models in Python and analyze the results, and confidently practice, discuss, and understand Machine Learning concepts.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-9:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-23:0\">\n<li data-sourcepos=\"11:1-11:48\"><span style=\"vertical-align: inherit\">Solving real-world problems using linear regression techniques<\/span><\/li>\n<li data-sourcepos=\"12:1-12:89\"><span style=\"vertical-align: inherit\">Initial data analysis using Univariate and Bivariate analysis before running linear regression<\/span><\/li>\n<li data-sourcepos=\"13:1-13:90\"><span style=\"vertical-align: inherit\">Predict future results based on past data by implementing the simplest Machine Learning algorithm<\/span><\/li>\n<li data-sourcepos=\"14:1-14:60\"><span style=\"vertical-align: inherit\">Interpreting linear regression model results and turning them into actionable insights<\/span><\/li>\n<li data-sourcepos=\"15:1-15:47\"><span style=\"vertical-align: inherit\">Understand the basics of statistics and machine learning concepts<\/span><\/li>\n<li data-sourcepos=\"16:1-16:92\"><span style=\"vertical-align: inherit\">Deep knowledge of data collection and data preprocessing for Machine Learning linear regression problems<\/span><\/li>\n<li data-sourcepos=\"17:1-17:45\"><span style=\"vertical-align: inherit\">Learning advanced variations of the OLS linear regression method<\/span><\/li>\n<li data-sourcepos=\"18:1-18:56\"><span style=\"vertical-align: inherit\">Practical DIY project to implement what you learned from the lectures<\/span><\/li>\n<li data-sourcepos=\"19:1-19:57\"><span style=\"vertical-align: inherit\">Transforming business problems into linear regression problems Machine Learning<\/span><\/li>\n<li data-sourcepos=\"20:1-20:50\"><span style=\"vertical-align: inherit\">Basic statistics using the Numpy library in Python<\/span><\/li>\n<li data-sourcepos=\"21:1-21:56\"><span style=\"vertical-align: inherit\">Displaying data using the Seaborn library in Python<\/span><\/li>\n<li data-sourcepos=\"22:1-23:0\"><span style=\"vertical-align: inherit\">Machine Learning Linear Regression Technique Using Python\u2019s Scikit Learn and Statsmodel Libraries<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"24:1-24:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"26:1-30:0\">\n<li data-sourcepos=\"26:1-26:42\"><span style=\"vertical-align: inherit\">People looking for a job in data science<\/span><\/li>\n<li data-sourcepos=\"27:1-27:46\"><span style=\"vertical-align: inherit\">Working professionals starting their data journey<\/span><\/li>\n<li data-sourcepos=\"28:1-28:48\"><span style=\"vertical-align: inherit\">Statisticians who need more practical experience<\/span><\/li>\n<li data-sourcepos=\"29:1-30:0\"><span style=\"vertical-align: inherit\">Anyone who is curious can master linear regression from beginner to advanced in a short period of time.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details Complete Linear Regression Analysis in Python<\/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\/machine-learning-basics-building-regression-model-in-python\/?couponCode=ST10MT30325G2\" 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\/start-tech-academy\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Start-Tech Academy<\/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: 7 hours and 33 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 79<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course syllabus in 2025\/2<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-968065 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Complete-Linear-Regression-Analysis-in-Python-1.png\" alt=\"Complete Linear Regression Analysis in Python\" width=\"880\" height=\"717\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Complete Linear Regression Analysis in Python Course Prerequisites<\/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\">Students will need to install Python and Anaconda software, but we have a separate lecture to help you install the same<\/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-968066 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/03\/Complete-Linear-Regression-Analysis-in-Python.png\" alt=\"Complete Linear Regression Analysis in Python\" width=\"783\" height=\"397\"><\/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-157306-1\"><video class=\"wp-video-shortcode\" id=\"video-157306-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Linear_Regression_Analysis_in_Python_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Linear_Regression_Analysis_in_Python_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Linear_Regression_Analysis_in_Python_Downloadly.ir.mp4?nocache=1786113814046\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Linear_Regression_Analysis_in_Python_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: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 1080p<\/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:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Complete_Linear_Regression_Analysis_in_Python_2024-11.part1_Downloadly.ir.rar?nocache=1786113812\"><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:\/\/dl2.downloadly.ir\/Files\/Elearning\/Udemy_Complete_Linear_Regression_Analysis_in_Python_2024-11.part2_Downloadly.ir.rar?nocache=1786113812\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 670 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\">1.6 GB<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\">&nbsp;<\/h3>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Complete Linear Regression Analysis in Python Course. This comprehensive course teaches you how to build a linear regression model in Python. After <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[78152,78153,78154,78155,78156,20956],"class_list":["post-8953","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-complete-linear-regression-analysis-in-python","dgi_tag-download-complete-linear-regression-analysis-in-python","dgi_tag-download-course-complete-linear-regression-analysis-in-python","dgi_tag-free-complete-linear-regression-analysis-in-python","dgi_tag-free-download-complete-linear-regression-analysis-in-python","dgi_tag-start-tech-academy"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8953","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\/8953\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=8953"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=8953"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=8953"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}