{"id":14654,"date":"2026-08-10T11:16:54","date_gmt":"2026-08-10T11:16:54","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-hands-on-introduction-to-pytorch-for-machine-learning-2025-10\/"},"modified":"2026-08-10T11:16:54","modified_gmt":"2026-08-10T11:16:54","slug":"linkedin-hands-on-introduction-to-pytorch-for-machine-learning-2025-10","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-hands-on-introduction-to-pytorch-for-machine-learning-2025-10\/","title":{"rendered":"LinkedIn \u2013 Hands-On Introduction to PyTorch for Machine Learning 2025-10"},"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\">Hands-On Introduction to PyTorch for Machine Learning. This course provides a step-by-step, practical guide to mastering this powerful library and improving your model development skills. In today\u2019s world where cutting-edge technology projects rely heavily on machine learning, staying up-to-date with cutting-edge tools like the open-source PyTorch framework is essential for any data scientist or machine learning engineer. This course, taught by Helen Sun, introduces you to PyTorch in a Jupyter Notebook environment and covers the basics. Participants will be thoroughly introduced to the use of Tensors and related operators, and learn how to accurately convert data between NumPy and PyTorch. The specialized part of the course focuses on the Autograd system, which enables computational tracking for model optimization. Finally, the course teaches the use of specialized peripheral libraries: TorchVision for computer vision, TorchAudio for audio processing, and TorchText for working with natural language. This comprehensive training equips learners to develop and implement diverse and effective projects in various areas of artificial intelligence using PyTorch.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-path-to-node=\"8\"><span dir=\"auto\" style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li data-path-to-node=\"9,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Master how to use Jupyter Notebook to code and run models.<\/span><\/li>\n<li data-path-to-node=\"9,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Familiarity with basic and advanced concepts in the PyTorch framework.<\/span><\/li>\n<li data-path-to-node=\"9,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Learn to work with Tensors as the main data structure in deep learning.<\/span><\/li>\n<li data-path-to-node=\"9,3,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">How to perform mathematical and logical operators on neural network data.<\/span><\/li>\n<li data-path-to-node=\"9,4,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Learn the process of converting data from NumPy to PyTorch and vice versa.<\/span><\/li>\n<li data-path-to-node=\"9,5,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Understand the Autograd mechanism and how to record the history of calculations in the model.<\/span><\/li>\n<li data-path-to-node=\"9,6,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Gain skills in using TorchVision for machine vision projects.<\/span><\/li>\n<li data-path-to-node=\"9,7,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Learn the TorchAudio tool for processing and analyzing audio signals.<\/span><\/li>\n<li data-path-to-node=\"9,8,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Using TorchText to implement natural language processing (NLP) projects.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-path-to-node=\"11\"><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 data-path-to-node=\"12,0,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Data scientists who want to upgrade their skills with new machine learning tools.<\/span><\/li>\n<li data-path-to-node=\"12,1,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Machine learning engineers looking for a flexible and fast alternative to implementing complex models.<\/span><\/li>\n<li data-path-to-node=\"12,2,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Artificial intelligence students who want to move from a theoretical environment to a practical, project-oriented environment.<\/span><\/li>\n<li data-path-to-node=\"12,3,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Python programmers interested in entering the world of deep learning and neural networks.<\/span><\/li>\n<li data-path-to-node=\"12,4,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Data science researchers who need a powerful tool to record calculations and optimize their algorithms.<\/span><\/li>\n<li data-path-to-node=\"12,5,0\"><span dir=\"auto\" style=\"vertical-align: inherit\">Data analysts who want to analyze unstructured data using TorchVision or TorchText.<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course details: Hands-On Introduction to PyTorch for Machine Learning<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.linkedin.com\/learning\/hands-on-introduction-to-pytorch-for-machine-learning\" target=\"_blank\" rel=\"noopener\"><span dir=\"auto\" style=\"vertical-align: inherit\">LinkedIn<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Instructor: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/helen-sun\/\"><span dir=\"auto\" style=\"vertical-align: inherit\">Helen Sun<\/span><\/a><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Education level: Intermediate<\/span><\/li>\n<li><span dir=\"auto\" style=\"vertical-align: inherit\">Training duration: 1 hour and 10 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1028466 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/12\/Hands-On-Introduction-to-PyTorch-for-Machine-Learning.png\" alt=\"Hands-On Introduction to PyTorch for Machine Learning\" width=\"443\" height=\"507\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-1028465 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/12\/Hands-On-Introduction-to-PyTorch-for-Machine-Learning-1.png\" alt=\"Hands-On Introduction to PyTorch for Machine Learning\" width=\"1006\" height=\"192\"><\/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-195702-1\"><video class=\"wp-video-shortcode\" id=\"video-195702-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Hands-On_Introduction_to_PyTorch_for_Machine_Learning_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Hands-On_Introduction_to_PyTorch_for_Machine_Learning_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Hands-On_Introduction_to_PyTorch_for_Machine_Learning_Downloadly.ir.mp4?nocache=1786178664122\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Hands-On_Introduction_to_PyTorch_for_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 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<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<h4 dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">Downloadly<\/span><\/h4>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl3.downloadly.ir\/Files\/Elearning\/LinkedIn_Hands-On_Introduction_to_PyTorch_for_Machine_Learning_2025-10_Downloadly.ir.rar?nocache=1786178663\"><span dir=\"auto\" style=\"vertical-align: inherit\">Download file \u2013 89 MB<\/span><\/a><\/p>\n<h4 dir=\"ltr\">Rapidgator link<\/h4>\n<p><a href=\"https:\/\/rapidgator.net\/file\/3b3615bd6b16e0836c5e5c002110f479\/LinkedIn_Hands-On_Introducation_to_PyTorch_for_Machine_Learning_2025-10_Downloadly.ir.rar.html\" target=\"_blank\" rel=\"noopener\">Download File \u2013 89 MB<\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span dir=\"auto\" style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\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\">89 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Hands-On Introduction to PyTorch for Machine Learning. This course provides a step-by-step, practical guide to mastering this powerful library and i<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[119344,119345,119346,119347,119348,119349],"class_list":["post-14654","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-hands-on-introduction-to-pytorch-for-machine-learning","dgi_tag-download-course-hands-on-introduction-to-pytorch-for-machine-learning","dgi_tag-download-hands-on-introduction-to-pytorch-for-machine-learning","dgi_tag-free-download-hands-on-introduction-to-pytorch-for-machine-learning","dgi_tag-free-hands-on-introduction-to-pytorch-for-machine-learning","dgi_tag-helen-sun"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/14654","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\/14654\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=14654"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=14654"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=14654"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}