{"id":14063,"date":"2026-08-10T11:08:24","date_gmt":"2026-08-10T11:08:24","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-mathematics-for-data-science-101-2025-12\/"},"modified":"2026-08-10T11:08:24","modified_gmt":"2026-08-10T11:08:24","slug":"udemy-mathematics-for-data-science-101-2025-12","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-mathematics-for-data-science-101-2025-12\/","title":{"rendered":"Udemy \u2013 Mathematics for Data Science 101 2025-12"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left;\" data-path-to-node=\"6\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Mathematics for Data Science 101. This course teaches the basic mathematical concepts needed to enter the fields of data science and machine learning in a clear and visual way. This course is specifically designed to address the common challenge of understanding complex formulas and keeping learners motivated. In this course, critical mathematical concepts are presented not through heavy theoretical texts, but with the help of clear infographics and simplified steps. This image-based approach makes the material easy and stress-free for all levels\u2014from complete beginners to retraining experts. The main difference of this course is its emphasis on practical aspects, so that the application of each mathematical concept to real-world data science tasks, such as modeling and analysis, is clearly demonstrated. The course structure does not require any advanced mathematical background, and its ultimate goal is to develop a deep understanding of the fundamentals as well as to build confidence to apply this knowledge to practical projects and complex data analysis. This method significantly increases the speed of learning and retention of concepts.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left;\" data-path-to-node=\"8\"><span dir=\"auto\" style=\"vertical-align: inherit;\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left;\">\n<li data-path-to-node=\"9,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Understanding the basic and fundamental mathematical concepts that are essential to entering the world of Data Science.<\/span><\/li>\n<li data-path-to-node=\"9,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Learning the principles of statistics, including the concepts of mean, median, mode, variance, and standard deviation.<\/span><\/li>\n<li data-path-to-node=\"9,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Mastering the basics of probability and how to apply these concepts in various machine learning models.<\/span><\/li>\n<li data-path-to-node=\"9,3,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Learn the essentials of linear algebra, including working with vectors, matrices, and understanding linear transformations.<\/span><\/li>\n<li data-path-to-node=\"9,4,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Teaching the basics of differential and integral calculus to optimize artificial intelligence (AI) algorithms.<\/span><\/li>\n<li data-path-to-node=\"9,5,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Understanding how these mathematical concepts directly relate to application models in real data-driven projects.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left;\" data-path-to-node=\"11\"><span dir=\"auto\" style=\"vertical-align: inherit;\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left;\">\n<li data-path-to-node=\"12,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Beginners who are interested in the field of data science but find mathematics a challenging and difficult subject.<\/span><\/li>\n<li data-path-to-node=\"12,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Students preparing to start a career in machine learning, artificial intelligence, or data analytics.<\/span><\/li>\n<li data-path-to-node=\"12,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Professionals who are changing careers into data science and need a quick, practical refresher course in math.<\/span><\/li>\n<li data-path-to-node=\"12,3,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Self-taught learners who prefer to understand concepts visually and pictorially rather than simply memorizing formulas.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left;\" data-path-to-node=\"14\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Mathematics for Data Science 101 Course Details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left;\">\n<li data-path-to-node=\"15,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/mathematics-for-data-science-101\/?couponCode=KEEPLEARNING\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Udemy<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/haris-jafri\/\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Haris Jafri<\/span><\/a><\/li>\n<li data-path-to-node=\"15,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Training level: Beginner to advanced<\/span><\/li>\n<li data-path-to-node=\"15,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Training duration: 7 hours and 17 minutes<\/span><\/li>\n<li data-path-to-node=\"15,2,0\">Number of lessons: 44 lessons<\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Course syllabus<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1029325 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/01\/Mathematics-for-Data-Science-101-1.png\" alt=\"Mathematics for Data Science 101\" width=\"888\" height=\"329\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Prerequisites for Mathematics for Data Science 101<\/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 dir=\"auto\" style=\"vertical-align: inherit;\">No Prerequisites<\/span><\/li>\n<\/ul>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" 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-1029326 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2026\/01\/Mathematics-for-Data-Science-101.png\" alt=\"Mathematics for Data Science 101\" width=\"658\" height=\"338\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" 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-190390-1\"><video class=\"wp-video-shortcode\" id=\"video-190390-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mathematics_for_Data_Science_101_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mathematics_for_Data_Science_101_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mathematics_for_Data_Science_101_Downloadly.ir.mp4?nocache=1786177326337\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Mathematics_for_Data_Science_101_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 dir=\"auto\" style=\"vertical-align: inherit;\">Installation Guide<\/span><\/h3>\n<p><span dir=\"auto\" style=\"vertical-align: inherit;\">After Extract, view with your favorite player.<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit;\">Subtitles: None<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit;\">Quality: 1080p<\/span><\/p>\n<p><strong>Changes:<\/strong><\/p>\n<p>Version 2025\/12 compared to 2025\/9 has increased by 4 hours and 56 minutes in duration.<\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Download link<\/span><\/h3>\n<h4 dir=\"ltr\" style=\"text-align: left;\"><strong><span dir=\"auto\" style=\"vertical-align: inherit;\">Downloadly<\/span><\/strong><\/h4>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Mathematics_for_Data_Science_101_2025_12.part1_Downloadly.ir.rar?nocache=1786177325\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Mathematics_for_Data_Science_101_2025_12.part2_Downloadly.ir.rar?nocache=1786177325\">Download Part 2 \u2013 358 MB<\/a><\/p>\n<h4 dir=\"ltr\"><strong>Rapidgator<\/strong><\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/110cfcbb2a85214791d5c84ab2f925b6\/Udemy_Mathematics_for_Data_Science_101_2025_12.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 1 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/667393cb140d17d4ff52bfab372103b1\/Udemy_Mathematics_for_Data_Science_101_2025_12.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 358 MB<\/a><\/p>\n<h5 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">File(s) password: www.downloadly.ir<\/span><\/h5>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left;\">1.35 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Mathematics for Data Science 101. This course teaches the basic mathematical concepts needed to enter the fields of data science and machine learnin<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[114764,114765,114766,114767,114768,114769,114770],"class_list":["post-14063","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-mathematics-for-data-science-101","dgi_tag-download-course-mathematics-for-data-science-101","dgi_tag-download-mathematics-for-data-science-101","dgi_tag-free-download-mathematics-for-data-science-101","dgi_tag-free-mathematics-for-data-science-101","dgi_tag-haris-jafri","dgi_tag-mathematics-for-data-science-101"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/14063","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\/14063\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=14063"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=14063"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=14063"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}