{"id":8023,"date":"2026-08-10T09:51:04","date_gmt":"2026-08-10T09:51:04","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-learning-tinyml-a-hands-on-course-2022-7\/"},"modified":"2026-08-10T09:51:04","modified_gmt":"2026-08-10T09:51:04","slug":"linkedin-learning-tinyml-a-hands-on-course-2022-7","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-learning-tinyml-a-hands-on-course-2022-7\/","title":{"rendered":"LinkedIn \u2013 Learning TinyML: A Hands-On Course 2022-7"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<div id=\"chat-history\" class=\"chat-history-scroll-container ng-tns-c2537533752-2\" style=\"text-align: left\">\n<div id=\"c8e0407409249800\" class=\"conversation-container ng-tns-c2537533752-2 message-actions-hover-boundary response-optimization ng-star-inserted\">\n<div class=\"response-container ng-tns-c2001758256-47 response-optimization is-mobile ng-star-inserted response-container-has-multiple-responses\">\n<div class=\"presented-response-container ng-tns-c2001758256-47\">\n<div class=\"response-container-content ng-tns-c2001758256-47\">\n<div class=\"response-content ng-tns-c2001758256-47\">\n<div class=\"markdown markdown-main-panel tutor-markdown-rendering response-optimization stronger\">\n<p data-sourcepos=\"5:1-5:313\"><span style=\"vertical-align: inherit\">Learning TinyML: A Hands-On Course. This course introduces you to the exciting world of TinyML and shows you how to run large AI models in the palm of your hand. Whether you\u2019re a beginner or an expert, this course is for anyone who wants to gain a deep understanding of TinyML. In this course, you\u2019ll learn how to transform a problem into a TinyML problem, optimize your deep learning models, and deploy them on low-power devices. You\u2019ll also learn key concepts of TinyMLOps, and finally, get a look at the future of the field and resources available for further learning.<\/span><\/p>\n<p data-sourcepos=\"5:1-5:313\"><span style=\"vertical-align: inherit\">TinyML allows us to harness the power of AI on small, low-power devices. This technology is already used in many of our everyday devices, including smartphones, smartwatches, and smart speakers. In this course, you will learn how to optimize deep learning models to run on these devices using various tools and techniques. You will also learn about the challenges involved in developing TinyML systems and how to overcome them.<\/span><\/p>\n<h3 data-sourcepos=\"7:1-7:25\"><span style=\"vertical-align: inherit\">What you will learn:<\/span><\/h3>\n<ul data-sourcepos=\"9:1-16:0\">\n<li data-sourcepos=\"9:1-9:114\"><span style=\"vertical-align: inherit\">Defining a Problem as a TinyML Problem: Learn how to identify problems that can be solved using TinyML.<\/span><\/li>\n<li data-sourcepos=\"10:1-10:112\"><span style=\"vertical-align: inherit\">Optimization techniques: Reducing the size and complexity of deep learning models to run on resource-constrained devices.<\/span><\/li>\n<li data-sourcepos=\"11:1-11:90\"><span style=\"vertical-align: inherit\">Quantization: Converting high-precision numbers to lower-precision numbers to reduce the size of the model.<\/span><\/li>\n<li data-sourcepos=\"12:1-12:112\"><span style=\"vertical-align: inherit\">Model Training Using TensorFlow Lite: Training Deep Learning Models for Mobile Devices and IoT.<\/span><\/li>\n<li data-sourcepos=\"13:1-13:80\"><span style=\"vertical-align: inherit\">Deploying TinyML models: Placing trained models on different devices.<\/span><\/li>\n<li data-sourcepos=\"14:1-14:68\"><span style=\"vertical-align: inherit\">TinyMLOps: Manage the lifecycle of TinyML models from training to deployment.<\/span><\/li>\n<li data-sourcepos=\"15:1-16:0\"><span style=\"vertical-align: inherit\">The Future of TinyML: A review of research trends and future applications of TinyML.<\/span><\/li>\n<\/ul>\n<h3 data-sourcepos=\"17:1-17:31\"><span style=\"vertical-align: inherit\">This course is suitable for people who:<\/span><\/h3>\n<ul data-sourcepos=\"19:1-23:0\">\n<li data-sourcepos=\"19:1-19:48\"><span style=\"vertical-align: inherit\">Are interested in machine learning and artificial intelligence.<\/span><\/li>\n<li data-sourcepos=\"20:1-20:73\"><span style=\"vertical-align: inherit\">They want to learn about practical applications of machine learning on small devices.<\/span><\/li>\n<li data-sourcepos=\"21:1-21:78\"><span style=\"vertical-align: inherit\">They are software developers, hardware engineers, and students of related fields.<\/span><\/li>\n<li data-sourcepos=\"22:1-23:0\"><span style=\"vertical-align: inherit\">Want to develop their own projects using TinyML.<\/span><\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details<\/span><\/h3>\n<ul style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.linkedin.com\/learning\/learning-tinyml\/\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">LinkedIn<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/archana-vaidheeswaran\/\"><span style=\"vertical-align: inherit\">Archana Vaidheeswaran<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: Intermediate to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 1 hour and 10 minutes<\/span><\/li>\n<\/ul>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-956219 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/01\/Learning-TinyML-A-Hands-On-Course3.png\" alt=\"Learning TinyML: A Hands-On Course\" width=\"419\" height=\"415\"><\/p>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Learning TinyML: A Hands-On Course images<\/span><\/h3>\n<p style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-956218 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2025\/01\/Learning-TinyML-A-Hands-On-Course2.png\" alt=\"Learning TinyML: A Hands-On Course\" width=\"881\" height=\"193\"><\/p>\n<h3 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-151383-1\"><video class=\"wp-video-shortcode\" id=\"video-151383-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Learning_TinyML_A_Hands-On_Course_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Learning_TinyML_A_Hands-On_Course_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Learning_TinyML_A_Hands-On_Course_Downloadly.ir.mp4?nocache=1786111161846\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Learning_TinyML_A_Hands-On_Course_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 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 style=\"text-align: left\"><span style=\"vertical-align: inherit\">Download link<\/span><\/h3>\n<p style=\"text-align: left\"><a href=\"https:\/\/dl1.downloadly.ir\/Files\/Elearning\/LinkedIn_Learning_TinyML_A_Hands-On_Course_2022-7_Downloadly.ir.rar?nocache=1786111160\"><span style=\"vertical-align: inherit\">Download file \u2013 111 MB<\/span><\/a><\/p>\n<p style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p style=\"text-align: left\"><span style=\"vertical-align: inherit\">111 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Learning TinyML: A Hands-On Course. This course introduces you to the exciting world of TinyML and shows you how to run large AI models in the palm <\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[51983,71954,71955,71956,71957,71958],"class_list":["post-8023","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-archana-vaidheeswaran","dgi_tag-course-learning-tinyml-a-hands-on-course","dgi_tag-download-course-learning-tinyml-a-hands-on-course","dgi_tag-download-learning-tinyml-a-hands-on-course","dgi_tag-free-download-learning-tinyml-a-hands-on-course","dgi_tag-free-learning-tinyml-a-hands-on-course"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/8023","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\/8023\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=8023"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=8023"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=8023"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}