{"id":10448,"date":"2026-08-10T10:19:16","date_gmt":"2026-08-10T10:19:16","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-statistics-and-hypothesis-testing-for-data-science-2023-12\/"},"modified":"2026-08-10T10:19:16","modified_gmt":"2026-08-10T10:19:16","slug":"udemy-statistics-and-hypothesis-testing-for-data-science-2023-12","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-statistics-and-hypothesis-testing-for-data-science-2023-12\/","title":{"rendered":"Udemy \u2013 Statistics and Hypothesis Testing for Data science 2023-12"},"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\">Statistics and Hypothesis Testing for Data Science. This comprehensive course provides the statistical knowledge and data analysis skills necessary for success in data science. Participants will be introduced to basic statistical concepts, data classification, and information summarization methods such as mean, median, variance, and standard deviation. Data analysis techniques including correlation, covariance, quartiles, and percentiles are also taught. Part of the course is devoted to probability, set theory, conditional probability, and Bayesian methods. In addition, random variables, probability distributions, and their applications in data science are covered. By learning these concepts, learners will be able to analyze data, make evidence-based decisions, and use statistical methods in data science projects. This course is suitable for beginners and those interested in strengthening their statistical knowledge, and provides a solid foundation for applying statistics to data science.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"31:1-31:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"33:1-43:0\">\n<li data-sourcepos=\"33:1-33:47\"><span style=\"vertical-align: inherit\">Basic concepts and importance of statistics in various fields.<\/span><\/li>\n<li data-sourcepos=\"34:1-34:60\"><span style=\"vertical-align: inherit\">How to use statistics for effective data analysis and decision making.<\/span><\/li>\n<li data-sourcepos=\"35:1-35:70\"><span style=\"vertical-align: inherit\">An introduction to Python for statistical analysis, including data manipulation and visualization.<\/span><\/li>\n<li data-sourcepos=\"36:1-36:50\"><span style=\"vertical-align: inherit\">Different types of data and their importance in statistical analysis.<\/span><\/li>\n<li data-sourcepos=\"37:1-37:56\"><span style=\"vertical-align: inherit\">Measures of central tendency, dispersion, dependence, shape and position.<\/span><\/li>\n<li data-sourcepos=\"38:1-38:49\"><span style=\"vertical-align: inherit\">How to calculate and interpret standard scores and probabilities.<\/span><\/li>\n<li data-sourcepos=\"39:1-39:59\"><span style=\"vertical-align: inherit\">Key concepts in probability theory, set theory, and conditional probability.<\/span><\/li>\n<li data-sourcepos=\"40:1-40:32\"><span style=\"vertical-align: inherit\">Understanding Bayes\u2019 theorem and its applications.<\/span><\/li>\n<li data-sourcepos=\"41:1-41:56\"><span style=\"vertical-align: inherit\">Permutations, combinations, and their role in solving real-world problems.<\/span><\/li>\n<li data-sourcepos=\"42:1-43:0\"><span style=\"vertical-align: inherit\">Working knowledge of various statistical tests, including t-tests, chi-squared tests, and ANOVA, for hypothesis testing and inference.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"44:1-44:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"46:1-52:0\">\n<li data-sourcepos=\"46:1-46:147\"><span style=\"vertical-align: inherit\">Students or professionals in various fields, including business, science, social sciences, and healthcare, who want to improve their data analysis skills.<\/span><\/li>\n<li data-sourcepos=\"47:1-47:110\"><span style=\"vertical-align: inherit\">Data analysts, researchers, and scientists looking to strengthen their statistical fundamentals and Python programming skills.<\/span><\/li>\n<li data-sourcepos=\"48:1-48:76\"><span style=\"vertical-align: inherit\">Anyone interested in a deeper understanding of statistical concepts and their practical applications.<\/span><\/li>\n<li data-sourcepos=\"49:1-49:96\"><span style=\"vertical-align: inherit\">Beginners who have no prior statistical knowledge but are curious about learning and applying statistical methods.<\/span><\/li>\n<li data-sourcepos=\"50:1-50:89\"><span style=\"vertical-align: inherit\">Professionals looking to advance their careers by acquiring valuable statistical and data analysis skills.<\/span><\/li>\n<li data-sourcepos=\"51:1-52:0\"><span style=\"vertical-align: inherit\">People preparing for standardized tests or exams that include statistical and data analysis components.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details: Statistics and Hypothesis Testing for Data science<\/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\/statistics-and-hypothesis-testing-for-data-science\/?couponCode=CP130525US\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Teacher:&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\/meritshot-academy\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Meritshot 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: 4 hours and 15 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of lessons: 31<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-985346 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Statistics-and-Hypothesis-Testing-for-Data-science-1.png\" alt=\"Statistics and Hypothesis Testing for Data science\" width=\"880\" height=\"379\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Prerequisites for the Statistics and Hypothesis Testing for Data science course<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li dir=\"ltr\" style=\"text-align: left\">Access to a computer with internet connectivity.<\/li>\n<li dir=\"ltr\" style=\"text-align: left\">A basic understanding of mathematics, including algebra and arithmetic.<\/li>\n<li dir=\"ltr\" style=\"text-align: left\">Familiarity with fundamental concepts in data analysis and problem-solving.<\/li>\n<li dir=\"ltr\" style=\"text-align: left\">A willingness to learn and engage with statistical concepts and Python programming.<\/li>\n<li dir=\"ltr\" style=\"text-align: left\">Basic knowledge of Python is a plus but not mandatory.<\/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-985347 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/05\/Statistics-and-Hypothesis-Testing-for-Data-science.png\" alt=\"Statistics and Hypothesis Testing for Data science\" width=\"862\" height=\"352\"><\/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-165500-1\"><video class=\"wp-video-shortcode\" id=\"video-165500-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistics_and_Hypothesis_Testing_for_Data_science_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistics_and_Hypothesis_Testing_for_Data_science_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistics_and_Hypothesis_Testing_for_Data_science_Downloadly.ir.mp4?nocache=1786138061158\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Statistics_and_Hypothesis_Testing_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: None<\/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_Statistics_and_Hypothesis_Testing_for_Data_science_2023-12.part1_Downloadly.ir.rar?nocache=1786138060\"><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_Statistics_and_Hypothesis_Testing_for_Data_science_2023-12.part2_Downloadly.ir.rar?nocache=1786138060\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Statistics_and_Hypothesis_Testing_for_Data_science_2023-12.part3_Downloadly.ir.rar?nocache=1786138060\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 1 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/Udemy_Statistics_and_Hypothesis_Testing_for_Data_science_2023-12.part4_Downloadly.ir.rar?nocache=1786138060\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 909 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\">3.9 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Statistics and Hypothesis Testing for Data Science. This comprehensive course provides the statistical knowledge and data analysis skills necessary <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[88261,88262,88263,88264,88265,74277],"class_list":["post-10448","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-statistics-and-hypothesis-testing-for-data-science","dgi_tag-download-course-statistics-and-hypothesis-testing-for-data-science","dgi_tag-download-statistics-and-hypothesis-testing-for-data-science","dgi_tag-free-download-statistics-and-hypothesis-testing-for-data-science","dgi_tag-free-statistics-and-hypothesis-testing-for-data-science","dgi_tag-meritshot-academy"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/10448","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\/10448\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=10448"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=10448"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=10448"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}