{"id":2650,"date":"2026-08-10T08:58:00","date_gmt":"2026-08-10T08:58:00","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/cbtnuggets-introduction-to-machine-learning-2024-8\/"},"modified":"2026-08-10T08:58:00","modified_gmt":"2026-08-10T08:58:00","slug":"cbtnuggets-introduction-to-machine-learning-2024-8","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/cbtnuggets-introduction-to-machine-learning-2024-8\/","title":{"rendered":"CBTNuggets \u2013 Introduction to Machine Learning 2024-8"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\">Descriptions<\/h2>\n<p dir=\"ltr\">Introduction to Machine Learning, This entry-level training in machine learning and artificial intelligence prepares learners to convert vast datasets into not only meaningful information but also actionable insights, predictions, and forward-looking trends. The impact of machine learning on today\u2019s technological landscape is simply immeasurable. This course serves as an introduction to the groundbreaking power of machine learning, and aims to illuminate the exciting possibilities of solving real-world problems with machine learning. It\u2019s up to you to harness these insights and skills to solve specific problems in your organization or professional work.<\/p>\n<p dir=\"ltr\">Fortunately, this course goes beyond the concepts of machine learning by offering hands-on opportunities to build models with scikit-learn, PyTorch, TensorFlow, and even a crash course in LLM development with OpenAI, LangChain, and HuggingFace. Once you complete this Introduction to Machine Learning training, you\u2019ll be adept at employing algorithms to uncover hidden insights, leverage statistical analysis, and generate data-driven predictive outcomes \u2013 all by using machine learning. For leaders of IT teams, this machine learning course offers an amazing transformative value: ideal for new junior data scientists transitioning into machine learning, integrating personalized training sessions, or simply a comprehensive reference for data science, machine learning, and artificial intelligence (AI) concepts and best practices.<\/p>\n<h3 dir=\"ltr\">What you\u2019ll learn<\/h3>\n<ul dir=\"ltr\">\n<li>Exploring machine learning fundamentals and the latest best practices<\/li>\n<li>Making sense of algorithms such as gradient descent and backpropagation<\/li>\n<li>Implementing classification and regression models to uncover patterns in data<\/li>\n<li>Diving into the perceptron and neural networks with powerful AI modeling concepts<\/li>\n<li>Hands-on introduction to PyTorch, and TensorFlow model building<\/li>\n<li>Distilling Large Language Models (LLMs) with ChatGPT, LangChain, and HuggingFace<\/li>\n<\/ul>\n<h3 dir=\"ltr\">Who this course is for<\/h3>\n<ul dir=\"ltr\">\n<li>The introduction to machine learning training is presented as associate-level data science training, which means it was designed for junior data scientists and aspiring machine learning engineers.<\/li>\n<\/ul>\n<h3 dir=\"ltr\">Specificatoin of Introduction to Machine Learning<\/h3>\n<ul dir=\"ltr\">\n<li>Publisher: <a href=\"https:\/\/href.li\/?https:\/\/www.cbtnuggets.com\/it-training\/data-science\/introduction-machine-learning\" target=\"_blank\" rel=\"noopener\">CBTNuggets<\/a><\/li>\n<li>Teacher: <a href=\"https:\/\/downloadlynet.ir\/tag\/jonathan-barrios\">Jonathan Barrios<\/a><\/li>\n<li>Language: English<\/li>\n<li>Level: All Levels<\/li>\n<li>Number of Course: 394<\/li>\n<li>Duration: 44 hours and 50 minutes<\/li>\n<\/ul>\n<h3 dir=\"ltr\">Content of Introduction to Machine Learning<\/h3>\n<p style=\"text-align: center\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-923051\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/03\/Introduction-to-Machine-Learning.png\" alt=\"Introduction to Machine Learning\" width=\"449\" height=\"4686\"><\/p>\n<h3 dir=\"ltr\">Requirements<\/h3>\n<ul dir=\"ltr\">\n<li>This machine learning skills course offers significant value to both emerging IT professionals with at least a year of experience and seasoned data scientists looking to validate their data science skills in an ever advancing field.<\/li>\n<\/ul>\n<h3 dir=\"ltr\">Pictures<\/h3>\n<p dir=\"ltr\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-894050\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/03\/Introduction-to-Machine-Learning.d-1.jpeg\" alt=\"Introduction to Machine Learning\" width=\"842\" height=\"126\"><\/p>\n<h3 dir=\"ltr\">Sample Clip<\/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-122117-1\"><video class=\"wp-video-shortcode\" id=\"video-122117-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Introduction_to_Machine_Learning_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Introduction_to_Machine_Learning_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Introduction_to_Machine_Learning_Downloadly.ir.mp4?nocache=1786095929777\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Introduction_to_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<h3 dir=\"ltr\">Installation Guide<\/h3>\n<p dir=\"ltr\">Extract the files and watch with your favorite player<\/p>\n<p dir=\"ltr\">Subtitle: Not Available<\/p>\n<p dir=\"ltr\">Quality: 1080p<\/p>\n<p dir=\"ltr\"><strong>Changes:<\/strong><\/p>\n<p dir=\"ltr\">Version 2024\/8 compared to 2024\/3 has decreased the number of 26 lessons and the duration of 3 hours and 10 minutes.<\/p>\n<h3 dir=\"ltr\">Download Links<\/h3>\n<p dir=\"ltr\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/CBTNuggets_Introduction_to_Machine_Learning_2024_8.part1_Downloadly.ir.rar?nocache=1786095928\">Download Part 1 \u2013 5 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/CBTNuggets_Introduction_to_Machine_Learning_2024_8.part2_Downloadly.ir.rar?nocache=1786095928\">Download Part 2 \u2013 5 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/CBTNuggets_Introduction_to_Machine_Learning_2024_8.part3_Downloadly.ir.rar?nocache=1786095928\">Download Part 3 \u2013 5 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/CBTNuggets_Introduction_to_Machine_Learning_2024_8.part4_Downloadly.ir.rar?nocache=1786095928\">Download Part 4 \u2013 5 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/CBTNuggets_Introduction_to_Machine_Learning_2024_8.part5_Downloadly.ir.rar?nocache=1786095928\">Download Part 5 \u2013 5 GB<\/a><\/p>\n<p dir=\"ltr\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/CBTNuggets_Introduction_to_Machine_Learning_2024_8.part6_Downloadly.ir.rar?nocache=1786095928\">Download Part 6 \u2013 2.14 GB<\/a><\/p>\n<p dir=\"ltr\"><strong>Resources and dataset:<\/strong> <a href=\"https:\/\/github.com\/cbtn-data-science-ml\/introduction-to-machine-learning\">Link<\/a><\/p>\n<h5 dir=\"ltr\">Password file(s): www.<a>downloadly.ir<\/a><\/h5>\n<h3 dir=\"ltr\">File size<\/h3>\n<p dir=\"ltr\">27.1 GB<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Descriptions Introduction to Machine Learning, This entry-level training in machine learning and artificial intelligence prepares learners to convert vast datas<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[26843,21627,21628,21629,21630,21631,21632,21633,26844],"class_list":["post-2650","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-cbtnuggets-introduction-to-machine-learning","dgi_tag-download-introduction-to-machine-learning","dgi_tag-free-download-introduction-to-machine-learning","dgi_tag-free-introduction-to-machine-learning","dgi_tag-introduction-to-machine-learning","dgi_tag-introduction-to-machine-learning-download","dgi_tag-introduction-to-machine-learning-free","dgi_tag-introduction-to-machine-learning-free-download","dgi_tag-jonathan-barrios"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/2650","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\/2650\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=2650"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=2650"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=2650"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}