{"id":8813,"date":"2026-08-10T10:00:14","date_gmt":"2026-08-10T10:00:14","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-r-ultimate-2024-r-for-data-science-and-machine-learning-2024-5\/"},"modified":"2026-08-10T10:00:14","modified_gmt":"2026-08-10T10:00:14","slug":"udemy-r-ultimate-2024-r-for-data-science-and-machine-learning-2024-5","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-r-ultimate-2024-r-for-data-science-and-machine-learning-2024-5\/","title":{"rendered":"Udemy \u2013 R Ultimate 2024: R for Data Science and Machine Learning 2024-5"},"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=\"7:1-7:473\"><span style=\"vertical-align: inherit\">R Ultimate 2024: R for Data Science and Machine Learning. This comprehensive course will help you get started with R, from the basics to the most advanced techniques for Data Science and Machine Learning. We\u2019ll start by learning about R data types and structures, and move on to advanced topics like Deep Learning and developing web applications with R\/Shiny. In this course, you\u2019ll not only learn the concepts, but also hone your skills through hands-on exercises and projects. Every line of code is explained in detail, and you\u2019ll learn how and why to use it.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-9:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"11:1-32:0\">\n<li data-sourcepos=\"11:1-11:80\"><span style=\"vertical-align: inherit\">Learn R completely: From basics to Data Science, Machine Learning, and Deep Learning<\/span><\/li>\n<li data-sourcepos=\"12:1-12:54\"><span style=\"vertical-align: inherit\">R Basics: Data Types, Structures, Variables, etc.<\/span><\/li>\n<li data-sourcepos=\"13:1-13:49\"><span style=\"vertical-align: inherit\">R Programming: Writing Loops, Functions, and More<\/span><\/li>\n<li data-sourcepos=\"14:1-14:54\"><span style=\"vertical-align: inherit\">Importing and exporting data: data im- and export<\/span><\/li>\n<li data-sourcepos=\"15:1-15:114\"><span style=\"vertical-align: inherit\">Basic data manipulation: piping, filtering, aggregating results, data transformation, set operations, merging datasets<\/span><\/li>\n<li data-sourcepos=\"16:1-16:90\"><span style=\"vertical-align: inherit\">Data visualization: using various packages such as ggplot, plotly, leaflet, dygraphs<\/span><\/li>\n<li data-sourcepos=\"17:1-17:89\"><span style=\"vertical-align: inherit\">Advanced data manipulation: outlier detection, missing data handling, regular expressions<\/span><\/li>\n<li data-sourcepos=\"18:1-18:58\"><span style=\"vertical-align: inherit\">Regression Models: Create and apply regression models<\/span><\/li>\n<li data-sourcepos=\"19:1-19:104\"><span style=\"vertical-align: inherit\">Model evaluation: underfitting and overfitting, data splitting into training and testing, resampling techniques<\/span><\/li>\n<li data-sourcepos=\"20:1-20:58\"><span style=\"vertical-align: inherit\">Regularization: The concept of regularization and how to apply it<\/span><\/li>\n<li data-sourcepos=\"21:1-21:126\"><span style=\"vertical-align: inherit\">Classification models: various algorithms, logistic regression, decision trees, random forests, support vector machines<\/span><\/li>\n<li data-sourcepos=\"22:1-22:36\"><span style=\"vertical-align: inherit\">Association rules: apriori model<\/span><\/li>\n<li data-sourcepos=\"23:1-23:57\"><span style=\"vertical-align: inherit\">Clustering: kmeans, hierarchical clustering, DBscan<\/span><\/li>\n<li data-sourcepos=\"24:1-24:77\"><span style=\"vertical-align: inherit\">Dimensionality reduction: factor analysis, principal component analysis<\/span><\/li>\n<li data-sourcepos=\"25:1-25:52\"><span style=\"vertical-align: inherit\">Reinforcement Learning: upper confidence bound<\/span><\/li>\n<li data-sourcepos=\"26:1-26:76\"><span style=\"vertical-align: inherit\">Deep Learning: multi-objective regression, binary and multi-label classification<\/span><\/li>\n<li data-sourcepos=\"27:1-27:74\"><span style=\"vertical-align: inherit\">Deep Learning: Image classification with convolutional neural networks<\/span><\/li>\n<li data-sourcepos=\"28:1-28:42\"><span style=\"vertical-align: inherit\">Deep Learning: Semantic Segmentation<\/span><\/li>\n<li data-sourcepos=\"29:1-29:53\"><span style=\"vertical-align: inherit\">Deep Learning: Recurrent Neural Networks, LSTMs<\/span><\/li>\n<li data-sourcepos=\"30:1-30:79\"><span style=\"vertical-align: inherit\">Advanced Deep Learning: Autoencoders, pre-trained models, etc.<\/span><\/li>\n<li data-sourcepos=\"31:1-32:0\"><span style=\"vertical-align: inherit\">R\/Shiny: Web application development and deployment<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"33:1-33:32\"><span style=\"vertical-align: inherit\">Who is this course suitable for?<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"35:1-38:0\">\n<li data-sourcepos=\"35:1-35:43\"><span style=\"vertical-align: inherit\">R beginners who are interested in learning R<\/span><\/li>\n<li data-sourcepos=\"36:1-36:59\"><span style=\"vertical-align: inherit\">Data Science professionals who want to deepen their knowledge<\/span><\/li>\n<li data-sourcepos=\"37:1-38:0\"><span style=\"vertical-align: inherit\">Developers who want to learn different aspects of Machine Learning<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">R Ultimate 2024: R for Data Science and Machine Learning Course Specifications<\/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\/r-ultimate-learn-r-for-data-science-and-machine-learning\/?couponCode=LEARNNOWPLANSGB\" 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\/bert-gollnick\/\" data-position=\"1\"><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Bert Gollnick<\/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: 22 hours and 42 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 204<\/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-965990 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/02\/R-Ultimate-2024-R-for-Data-Science-and-Machine-Learning-1.png\" alt=\"R Ultimate 2024: R for Data Science and Machine Learning\" width=\"882\" height=\"2102\"><\/h3>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">R Ultimate 2024: R for Data Science and Machine Learning Course Prerequisites<\/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 style=\"vertical-align: inherit\">no prior knowledge required \u2013 just be passionate to gain new skills<\/span><\/li>\n<\/ul>\n<\/div>\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-965991 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/02\/R-Ultimate-2024-R-for-Data-Science-and-Machine-Learning.png\" alt=\"R Ultimate 2024: R for Data Science and Machine Learning\" width=\"897\" height=\"405\"><\/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-155897-1\"><video class=\"wp-video-shortcode\" id=\"video-155897-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/R_Ultimate_2024_R_for_Data_Science_and_Machine_Learning_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/R_Ultimate_2024_R_for_Data_Science_and_Machine_Learning_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/R_Ultimate_2024_R_for_Data_Science_and_Machine_Learning_Downloadly.ir.mp4?nocache=1786113286898\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/R_Ultimate_2024_R_for_Data_Science_and_Machine_Learning_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:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_R_Ultimate_2024_R_for_Data_Science_and_Machine_Learning_2024-5.part1_Downloadly.ir.rar?nocache=1786113285\"><span style=\"vertical-align: inherit\">Download Part 1 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_R_Ultimate_2024_R_for_Data_Science_and_Machine_Learning_2024-5.part2_Downloadly.ir.rar?nocache=1786113285\"><span style=\"vertical-align: inherit\">Download Part 2 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_R_Ultimate_2024_R_for_Data_Science_and_Machine_Learning_2024-5.part3_Downloadly.ir.rar?nocache=1786113285\"><span style=\"vertical-align: inherit\">Download Part 3 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_R_Ultimate_2024_R_for_Data_Science_and_Machine_Learning_2024-5.part4_Downloadly.ir.rar?nocache=1786113285\"><span style=\"vertical-align: inherit\">Download Part 4 \u2013 2 GB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/Udemy_R_Ultimate_2024_R_for_Data_Science_and_Machine_Learning_2024-5.part5_Downloadly.ir.rar?nocache=1786113285\"><span style=\"vertical-align: inherit\">Download Part 5 \u2013 345 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\">8.3 GB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description R Ultimate 2024: R for Data Science and Machine Learning. This comprehensive course will help you get started with R, from the basics to the most ad<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[77190,77191,77192,77193,77194,77195],"class_list":["post-8813","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-bert-gollnick","dgi_tag-course-r-ultimate-2024-r-for-data-science-and-machine-learning","dgi_tag-download-course-r-ultimate-2024-r-for-data-science-and-machine-learning","dgi_tag-download-r-ultimate-2024-r-for-data-science-and-machine-learning","dgi_tag-free-download-r-ultimate-2024-r-for-data-science-and-machine-learning","dgi_tag-free-r-ultimate-2024-r-for-data-science-and-machine-learning"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8813","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\/8813\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=8813"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=8813"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=8813"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}