{"id":9633,"date":"2026-08-10T10:09:40","date_gmt":"2026-08-10T10:09:40","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-complete-guide-to-ai-and-data-science-for-sql-from-beginner-to-advanced-2024-1\/"},"modified":"2026-08-10T10:09:40","modified_gmt":"2026-08-10T10:09:40","slug":"linkedin-complete-guide-to-ai-and-data-science-for-sql-from-beginner-to-advanced-2024-1","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-complete-guide-to-ai-and-data-science-for-sql-from-beginner-to-advanced-2024-1\/","title":{"rendered":"LinkedIn \u2013 Complete Guide to AI and Data Science for SQL: From Beginner to Advanced 2024-1"},"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=\"1:1-1:76\"><span style=\"vertical-align: inherit\">Complete Guide to AI and Data Science for SQL: From Beginner to Advanced. This course takes you from beginner to advanced level to use SQL in AI and data science. The course starts with basic concepts and gradually moves to more advanced topics. The instructor, Walter Shields, introduces you to the fundamentals of data science, AI, machine learning, and deep learning using video tutorials and hands-on challenges in the Codespace environment. It also covers topics such as statistics, probability, linear regression, data preparation, data exploration, and visualization. You will then learn how to build, evaluate, and interpret models. At the end of the course, you will apply the knowledge and skills you have acquired by completing a final project. This course is designed for those who want to use SQL in AI and data science projects.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-11:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"13:1-22:0\">\n<li data-sourcepos=\"13:1-13:54\"><span style=\"vertical-align: inherit\">Understand basic and advanced concepts of Data Science, AI, ML and DL<\/span><\/li>\n<li data-sourcepos=\"14:1-14:56\"><span style=\"vertical-align: inherit\">Introduction to statistics and probability and their application in Data Science<\/span><\/li>\n<li data-sourcepos=\"15:1-15:47\"><span style=\"vertical-align: inherit\">Learn the basics and advanced techniques of linear regression.<\/span><\/li>\n<li data-sourcepos=\"16:1-16:69\"><span style=\"vertical-align: inherit\">Data preparation and exploration using various tools and techniques<\/span><\/li>\n<li data-sourcepos=\"17:1-17:43\"><span style=\"vertical-align: inherit\">Data visualization to better understand patterns and relationships<\/span><\/li>\n<li data-sourcepos=\"18:1-18:54\"><span style=\"vertical-align: inherit\">Data preprocessing to improve the performance of AI and ML models<\/span><\/li>\n<li data-sourcepos=\"19:1-19:32\"><span style=\"vertical-align: inherit\">Building and evaluating AI and ML models<\/span><\/li>\n<li data-sourcepos=\"20:1-20:53\"><span style=\"vertical-align: inherit\">Interpreting AI and ML models to extract valuable insights<\/span><\/li>\n<li data-sourcepos=\"21:1-22:0\"><span style=\"vertical-align: inherit\">Complete a final project to demonstrate acquired skills.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"23:1-23:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"25:1-29:0\">\n<li data-sourcepos=\"25:1-25:80\"><span style=\"vertical-align: inherit\">People who want to learn how to use SQL alongside AI and Data Science.<\/span><\/li>\n<li data-sourcepos=\"26:1-26:58\"><span style=\"vertical-align: inherit\">Beginners who want to enter the world of Data Science and AI.<\/span><\/li>\n<li data-sourcepos=\"27:1-27:97\"><span style=\"vertical-align: inherit\">Developers and analysts who want to improve their skills in AI and Data Science.<\/span><\/li>\n<li data-sourcepos=\"28:1-29:0\"><span style=\"vertical-align: inherit\">Anyone interested in understanding how data can be used to solve complex problems.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course specifications Complete Guide to AI and Data Science for SQL: From Beginner to Advanced<\/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\/complete-guide-to-ai-and-data-science-for-sql-from-beginner-to-advanced\" 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\/walter-shields\/\"><span style=\"vertical-align: inherit\">Walter Shields<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: Advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 4 hours and 7 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course syllabus as of 2025\/4<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-976392 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/04\/Complete-Guide-to-AI-and-Data-Science-for-SQL-From-Beginner-to-Advanced.png\" alt=\"Complete Guide to AI and Data Science for SQL: From Beginner to Advanced\" width=\"415\" height=\"1154\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-976391 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/04\/Complete-Guide-to-AI-and-Data-Science-for-SQL-From-Beginner-to-Advanced-1.png\" alt=\"Complete Guide to AI and Data Science for SQL: From Beginner to Advanced\" width=\"1230\" height=\"192\"><\/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-161089-1\"><video class=\"wp-video-shortcode\" id=\"video-161089-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Guide_to_AI_and_Data_Science_for_SQL_From_Beginner_to_Advanced_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Guide_to_AI_and_Data_Science_for_SQL_From_Beginner_to_Advanced_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Guide_to_AI_and_Data_Science_for_SQL_From_Beginner_to_Advanced_Downloadly.ir.mp4?nocache=1786116037980\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Guide_to_AI_and_Data_Science_for_SQL_From_Beginner_to_Advanced_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_Complete_Guide_to_AI_and_Data_Science_for_SQL_From_Beginner_to_Advanced_2024-1_Downloadly.ir.rar?nocache=1786116034\"><span style=\"vertical-align: inherit\">Download file \u2013 346 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\">346 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Complete Guide to AI and Data Science for SQL: From Beginner to Advanced. This course takes you from beginner to advanced level to use SQL in AI and<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[82833,82834,82835,82836,82837,30676],"class_list":["post-9633","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-complete-guide-to-ai-and-data-science-for-sql-from-beginner-to-advanced","dgi_tag-download-complete-guide-to-ai-and-data-science-for-sql-from-beginner-to-advanced","dgi_tag-download-course-complete-guide-to-ai-and-data-science-for-sql-from-beginner-to-advanced","dgi_tag-free-complete-guide-to-ai-and-data-science-for-sql-from-beginner-to-advanced","dgi_tag-free-download-complete-guide-to-ai-and-data-science-for-sql-from-beginner-to-advanced","dgi_tag-walter-shields"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/9633","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\/9633\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=9633"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=9633"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=9633"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}