{"id":10818,"date":"2026-08-10T10:23:52","date_gmt":"2026-08-10T10:23:52","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-complete-probability-statistics-for-data-science-2025-1\/"},"modified":"2026-08-10T10:23:52","modified_gmt":"2026-08-10T10:23:52","slug":"udemy-complete-probability-statistics-for-data-science-2025-1","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-complete-probability-statistics-for-data-science-2025-1\/","title":{"rendered":"Udemy \u2013 Complete Probability &#038; Statistics for Data Science 2025-1"},"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=\"17:1-17:251\"><span style=\"vertical-align: inherit\">Complete Probability &amp; Statistics for Data Science. This course is designed to train participants from introductory to advanced levels in statistics and probability for data science applications. With a practical approach, this course is suitable for those who want to use statistics in data analysis, business decision-making, or other fields. The curriculum includes structured sections such as descriptive statistics (mean, median, mode, range), data distributions (variance, standard deviation, normal distribution), outlier detection (IQR and Z-score methods), probability fundamentals (conditional probability, Bayes\u2019 theorem), and hypothesis testing (significance levels, p-values). By combining theoretical training and practical problem solving, this course helps learners acquire the skills necessary for data analysis and learn complex concepts step by step.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"21:1-21:24\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"23:1-29:0\">\n<li data-sourcepos=\"23:1-23:17\"><span style=\"vertical-align: inherit\">Descriptive statistics<\/span><\/li>\n<li data-sourcepos=\"24:1-24:18\"><span style=\"vertical-align: inherit\">Probability theory<\/span><\/li>\n<li data-sourcepos=\"25:1-25:24\"><span style=\"vertical-align: inherit\">Outlier detection<\/span><\/li>\n<li data-sourcepos=\"26:1-26:26\"><span style=\"vertical-align: inherit\">IQR and Z-score methods<\/span><\/li>\n<li data-sourcepos=\"27:1-27:17\"><span style=\"vertical-align: inherit\">Hypothesis testing<\/span><\/li>\n<li data-sourcepos=\"28:1-29:0\"><span style=\"vertical-align: inherit\">Normal\/Gaussian distribution<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"32:1-32:30\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"34:1-38:0\">\n<li data-sourcepos=\"34:1-34:82\"><span style=\"vertical-align: inherit\">Aspiring data scientists: People looking to build or strengthen their statistical foundation.<\/span><\/li>\n<li data-sourcepos=\"35:1-35:94\"><span style=\"vertical-align: inherit\">Professionals making the career change to data science: People looking to enter data science roles.<\/span><\/li>\n<li data-sourcepos=\"36:1-36:82\"><span style=\"vertical-align: inherit\">Students and enthusiasts: People who want to understand the mathematics behind the models.<\/span><\/li>\n<li data-sourcepos=\"37:1-38:0\"><span style=\"vertical-align: inherit\">People who want to learn the basics of probability.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Complete Probability &amp; Statistics for Data Science Course Details<\/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\/complete-probability-statistics-for-data-science\/\" 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\/abdul-ahad\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Abdul Ahad<\/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: 2 hours and 28 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 12<\/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-989591 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/06\/Complete-Probability-Statistics-for-Data-Science-1.png\" alt=\"Complete Probability &amp; Statistics for Data Science\" width=\"880\" height=\"312\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Complete Probability &amp; Statistics for Data Science Course Prerequisites<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Absolutely no experience is required. We will start from the basics and gradually build up your knowledge.<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Eager to learn step by step<\/span><\/li>\n<\/ul>\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-989592 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/06\/Complete-Probability-Statistics-for-Data-Science.png\" alt=\"Complete Probability &amp; Statistics for Data Science\" width=\"875\" height=\"364\"><\/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-168094-1\"><video class=\"wp-video-shortcode\" id=\"video-168094-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Probability_And_Statistics_for_Data_Science_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Probability_And_Statistics_for_Data_Science_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Probability_And_Statistics_for_Data_Science_Downloadly.ir.mp4?nocache=1786139118189\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Complete_Probability_And_Statistics_for_Data_Science_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\/Udemy_Complete_Probability_And_Statistics_for_Data_Science_2025-1.part1_Downloadly.ir.rar?nocache=1786139117\"><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_Complete_Probability_And_Statistics_for_Data_Science_2025-1.part2_Downloadly.ir.rar?nocache=1786139117\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 647 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<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Complete Probability &amp; Statistics for Data Science. This course is designed to train participants from introductory to advanced levels in statis<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[90864,90865,90866,90867,90868,90869],"class_list":["post-10818","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-abdul-ahad","dgi_tag-course-complete-probability-statistics-for-data-science","dgi_tag-download-complete-probability-statistics-for-data-science","dgi_tag-download-course-complete-probability-statistics-for-data-science","dgi_tag-free-complete-probability-statistics-for-data-science","dgi_tag-free-download-complete-probability-statistics-for-data-science"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/10818","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\/10818\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=10818"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=10818"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=10818"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}