{"id":10352,"date":"2026-08-10T10:18:05","date_gmt":"2026-08-10T10:18:05","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-python-working-with-predictive-analytics-2025-3\/"},"modified":"2026-08-10T10:18:05","modified_gmt":"2026-08-10T10:18:05","slug":"linkedin-python-working-with-predictive-analytics-2025-3","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-python-working-with-predictive-analytics-2025-3\/","title":{"rendered":"LinkedIn \u2013 Python: Working with Predictive Analytics 2025-3"},"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: Working with Predictive Analytics. This course teaches programmers how to use Python and predictive analytics techniques to identify future patterns in data and extract valuable information for business decisions. In this course, you will learn, along with data scientist Esil Berkun, the steps of data preparation, including filling in missing values, normalizing features, and using Python libraries such as pandas and NumPy to build and evaluate predictive models. You will also learn how to choose the right models for different projects and how to apply them in practice. The course includes interactive coding challenges with CoderPad, which allow you to hone your skills with hands-on exercises and immediate feedback. By participating in this course, you will be able to use data to predict future trends and improve business decisions.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"13:1-13:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"15:1-30:0\">\n<li data-sourcepos=\"15:1-15:33\"><span style=\"vertical-align: inherit\">How to predict data in Python<\/span><\/li>\n<li data-sourcepos=\"16:1-16:25\"><span style=\"vertical-align: inherit\">Distinguishing between data types<\/span><\/li>\n<li data-sourcepos=\"17:1-17:52\"><span style=\"vertical-align: inherit\">Using Python libraries and importing data<\/span><\/li>\n<li data-sourcepos=\"18:1-18:38\"><span style=\"vertical-align: inherit\">Handling missing values \u200b\u200bin data<\/span><\/li>\n<li data-sourcepos=\"19:1-19:39\"><span style=\"vertical-align: inherit\">Converting categorized data to numbers<\/span><\/li>\n<li data-sourcepos=\"20:1-20:46\"><span style=\"vertical-align: inherit\">Splitting data into training and testing sets<\/span><\/li>\n<li data-sourcepos=\"21:1-21:45\"><span style=\"vertical-align: inherit\">Performing Feature Scaling to improve model performance<\/span><\/li>\n<li data-sourcepos=\"22:1-22:34\"><span style=\"vertical-align: inherit\">Introduction to different forecasting models<\/span><\/li>\n<li data-sourcepos=\"23:1-23:44\"><span style=\"vertical-align: inherit\">Using Linear Regression for Prediction<\/span><\/li>\n<li data-sourcepos=\"24:1-24:61\"><span style=\"vertical-align: inherit\">Using Polynomial Regression to Model Nonlinear Relationships<\/span><\/li>\n<li data-sourcepos=\"25:1-25:43\"><span style=\"vertical-align: inherit\">Introduction to Support Vector Regression (SVR)<\/span><\/li>\n<li data-sourcepos=\"26:1-26:69\"><span style=\"vertical-align: inherit\">Using Decision Tree Regression for Tree-Based Predictions<\/span><\/li>\n<li data-sourcepos=\"27:1-27:61\"><span style=\"vertical-align: inherit\">Using Random Forest Regression to Improve Prediction Accuracy<\/span><\/li>\n<li data-sourcepos=\"28:1-28:55\"><span style=\"vertical-align: inherit\">Evaluating forecasting models using different criteria<\/span><\/li>\n<li data-sourcepos=\"29:1-30:0\"><span style=\"vertical-align: inherit\">Performing Hyperparameter Optimization to tune models<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"31:1-31:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"33:1-37:0\">\n<li data-sourcepos=\"33:1-33:73\"><span style=\"vertical-align: inherit\">Programmers who want to work with Predictive Analytics in Python.<\/span><\/li>\n<li data-sourcepos=\"34:1-34:83\"><span style=\"vertical-align: inherit\">Data analysts who are looking to learn how to predict future trends and patterns.<\/span><\/li>\n<li data-sourcepos=\"35:1-35:89\"><span style=\"vertical-align: inherit\">Data science enthusiasts who want to use Python to build predictive models.<\/span><\/li>\n<li data-sourcepos=\"36:1-37:0\"><span style=\"vertical-align: inherit\">Anyone who wants to learn how to prepare data and evaluate predictive models.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Python: Working with Predictive Analytics Course Details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.linkedin.com\/learning\/python-working-with-predictive-analytics-25321500\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">LinkedIn<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/isil-berkun\/\"><span style=\"vertical-align: inherit\">Isil Berkun<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Education level: Intermediate<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 2 hours and 13 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course topics<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-984335 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Python-Working-with-Predictive-Analytics.png\" alt=\"Python: Working with Predictive Analytics\" width=\"442\" height=\"277\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Python: Working with Predictive Analytics course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-984334 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Python-Working-with-Predictive-Analytics-1.png\" alt=\"Python: Working with Predictive Analytics\" width=\"835\" height=\"194\"><\/p>\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-165059-1\"><video class=\"wp-video-shortcode\" id=\"video-165059-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_Working_with_Predictive_Analytics_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_Working_with_Predictive_Analytics_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_Working_with_Predictive_Analytics_Downloadly.ir.mp4?nocache=1786137833694\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Python_Working_with_Predictive_Analytics_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: 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\/LinkedIn_Python_Working_with_Predictive_Analytics_2025-3_Downloadly.ir.rar?nocache=1786137832\"><span style=\"vertical-align: inherit\">Download file \u2013 256 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\">256 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Python: Working with Predictive Analytics. This course teaches programmers how to use Python and predictive analytics techniques to identify future <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[87642,87643,87644,87645,87646,57150],"class_list":["post-10352","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-python-working-with-predictive-analytics","dgi_tag-download-course-python-working-with-predictive-analytics","dgi_tag-download-python-working-with-predictive-analytics","dgi_tag-free-download-python-working-with-predictive-analytics","dgi_tag-free-python-working-with-predictive-analytics","dgi_tag-isil-berkun"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/10352","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\/10352\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=10352"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=10352"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=10352"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}