{"id":11869,"date":"2026-08-10T10:38:06","date_gmt":"2026-08-10T10:38:06","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-master-statistics-using-r-coding-concepts-applications-2025-11\/"},"modified":"2026-08-10T10:38:06","modified_gmt":"2026-08-10T10:38:06","slug":"udemy-master-statistics-using-r-coding-concepts-applications-2025-11","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-master-statistics-using-r-coding-concepts-applications-2025-11\/","title":{"rendered":"Udemy \u2013 Master statistics using R: Coding, concepts, applications 2025-11"},"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;\"><span dir=\"auto\" style=\"vertical-align: inherit;\"><strong>Master statistics using R: Coding, concepts, applications<\/strong>. This course allows participants to learn statistics in a modern, practical, and intuitive way. This course is designed for students, researchers, and professionals who want to go beyond memorizing formulas and gain a deep understanding of data analysis. Using the R programming language and the Tidyverse toolset, participants will gain not only coding skills but also the statistical understanding necessary to work as a data analyst. The course starts with the basics and covers organizing messy datasets, writing clean, reproducible code, and effective data visualization techniques. It then teaches the logic of statistical inference, including sampling variability, distributions, confidence intervals, and hypothesis testing, using step-by-step, easy-to-understand examples. It then introduces t-tests, chi-square, correlation, and regression in an integrated framework. This course is not just lecture-based, but through guided exercises, scripting, and working with real data, participants will learn skills that they can immediately apply to academic assignments, theses, papers, and professional projects. Advanced techniques such as bootstrapping, resampling, and regression modeling are also taught to provide the tools necessary for research and professional work.<\/span><\/p>\n<h3 class=\"\" dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left;\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">R programming and data organization:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">R programming for data analysis.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Writing clean and reproducible R code.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Data management skills with Tidyverse.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Organizing data with dplyr and tidyr.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Data visualization with ggplot2.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Working with unordered, real-world data sets.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Create clear and professional plots.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Organizing projects for reproducibility.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">GitHub coding scripts are also included.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Basic statistical concepts:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Understanding sampling variability.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Examining statistical distributions.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Central limit theory in practice.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Standard error and confidence intervals.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">The logic of hypothesis testing.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Null hypotheses versus alternative hypotheses.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">P-values \u200b\u200band significance test.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Effective comparison of statistical tests.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Creating analytical understanding in a practical way.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Inferential statistics and modeling:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Performing t-tests in R.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">ANOVA and group comparisons.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Chi-square test for categorical data.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Linear Regression Modeling in R.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">And\u2026<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><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><span dir=\"auto\" style=\"vertical-align: inherit;\">Students and early stage researchers:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Psychology students learning statistics.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Biology and neuroscience disciplines that use R.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Beginners in public health data analysis.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Social science students in research methods.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Graduate students writing their dissertations with data.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Young researchers preparing articles.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Students who need reproducible R workflows.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Professionals who are switching careers to data-driven roles:<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Healthcare professionals learning R statistics.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Educational researchers who analyze student data.<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">And\u2026<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Course details Master statistics using R: Coding concepts applications<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left;\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/statsr_ad\/\" 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:&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\/adam-dede\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Adam Dede<\/span><\/span><\/a><span dir=\"auto\" style=\"vertical-align: inherit;\"> , <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/mike-x-cohen\/\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Mike X Cohen<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Training level: Beginner<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Training duration: 28 hours and 23 minutes<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit;\">Number of lessons: 204<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Course topics<\/span><\/h3>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-1019595 aligncenter\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/Master-statistics-using-R-Coding-concepts-applications-Content.png\" alt=\"Master statistics using R: Coding, concepts, applications\" width=\"874\" height=\"1876\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Prerequisites for the Master statistics using R course: Coding concepts applications<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left;\">\n<li dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">No knowledge or skills are required for this course<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Coding experience in any language is helpful but not necessary<\/span><\/li>\n<li dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Familiarity with basic statistics terms like descriptive, inferential, mean, standard deviation, but not necessary<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Course images<\/span><\/h3>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\" wp-image-1019596 aligncenter\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/08\/Master-statistics-using-R-Coding-concepts-applications-2.png\" alt=\"Master statistics using R: Coding, concepts, applications\" width=\"876\" height=\"379\"><\/p>\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-174062-1\"><video class=\"wp-video-shortcode\" id=\"video-174062-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Master_statistics_using_R_Coding_concepts_applications_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Master_statistics_using_R_Coding_concepts_applications_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Master_statistics_using_R_Coding_concepts_applications_Downloadly.ir.mp4?nocache=1786141958113\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Master_statistics_using_R_Coding_concepts_applications_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: English<\/span><\/p>\n<p><span dir=\"auto\" style=\"vertical-align: inherit;\">Quality: 720p<\/span><\/p>\n<p><strong>Changes:<\/strong><\/p>\n<p>Version 2025\/11 compared to 2025\/8 has increased by 1 lesson and 6 minutes in duration. English subtitles were also added to the course.<\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">Download link<\/span><\/h3>\n<h4><strong>Downloadly<\/strong><\/h4>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part1_Downloadly.ir.rar?nocache=1786141957\">Download Part 1 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part2_Downloadly.ir.rar?nocache=1786141957\">Download Part 2 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part3_Downloadly.ir.rar?nocache=1786141957\">Download Part 3 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part4_Downloadly.ir.rar?nocache=1786141957\">Download Part 4 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part5_Downloadly.ir.rar?nocache=1786141957\">Download Part 5 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/dl4.downloadly.ir\/Files\/Elearning\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part6_Downloadly.ir.rar?nocache=1786141957\">Download Part 6 \u2013 1.43 GB<\/a><\/p>\n<h4><strong>Rapidgator<\/strong><\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/3b1856c92a63fa8f463b73e5f8036ba0\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part1_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 1 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/0d7049a6c22547a49cb2bec62f609b62\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part2_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 2 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/8da99388eb34e8e258cf37647ebbd31a\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part3_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 3 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/0e73108b73100c4030661e00edd80883\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part4_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 4 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/fa0c9043e67651921b12ae97541e9ec1\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part5_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 5 \u2013 4 GB<\/a><\/p>\n<p><a href=\"https:\/\/rapidgator.net\/file\/52c3645127d1e7554353ee7b50c12feb\/Udemy_Master_statistics_using_R_Coding_concepts_applications_2025_11.part6_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download Part 6 \u2013 1.43 GB<\/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;\"><span dir=\"auto\" style=\"vertical-align: inherit;\">21.4 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Master statistics using R: Coding, concepts, applications. This course allows participants to learn statistics in a modern, practical, and intuitive<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[98468,98469,98470,98471,98472,98473,22049],"class_list":["post-11869","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-adam-dede","dgi_tag-course-master-statistics-using-r-coding-concepts-applications","dgi_tag-download-course-master-statistics-using-r-coding-concepts-applications","dgi_tag-download-master-statistics-using-r-coding-concepts-applications","dgi_tag-free-download-master-statistics-using-r-coding-concepts-applications","dgi_tag-free-master-statistics-using-r-coding-concepts-applications","dgi_tag-mike-x-cohen"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/11869","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\/11869\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=11869"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=11869"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=11869"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}