{"id":970,"date":"2025-12-10T01:10:52","date_gmt":"2025-12-10T01:10:52","guid":{"rendered":"https:\/\/banrev.us\/ai\/?p=970"},"modified":"2025-12-10T01:10:52","modified_gmt":"2025-12-10T01:10:52","slug":"ai-machine-learning-roadmap-self-study-ai","status":"publish","type":"post","link":"https:\/\/banrev.us\/ai\/?p=970","title":{"rendered":"AI Machine Learning Roadmap: Self Study AI!"},"content":{"rendered":"<p><iframe  width=\"580\" height=\"385\" src=\"https:\/\/www.youtube.com\/embed\/nznFtfgP2ks?autoplay=1&#038;modestbranding=1\" frameborder=\"0\" allowfullscreen><\/iframe><br \/>\n<br \/>Unlock the secrets to mastering Artificial Intelligence (AI) quickly with this self-study roadmap, based on the prestigious Stanford AI Graduate Certificate program\u2019s curriculum. In this video, I&#8217;ll guide you through the essential steps, from foundational math to building your own AI projects. Whether you&#8217;re interested in machine learning, robotics, or AI fundamentals, this structured approach is designed to help you learn at your own pace, all for free.<br \/>\nYou&#8217;ll learn how to choose the right AI algorithms, implement models with Python and TensorFlow, and work on machine learning capstone projects that can showcase your skills as an AI \/ ML Engineer. Perfect for anyone looking to fast-track their AI Engineering \/ ML Engineering career or AI self-study journey!<\/p>\n<p>Download the FREE 15-page EXA AI Roadmap, including links to free courses and step by step plan. \ud83d\udc49 https:\/\/www.exaltitude.io\/job-seekers?utm_source=youtube<\/p>\n<p>\u23f1\ufe0fTimestamp:<br \/>\n==============<br \/>\n0:00 AI Certificate<br \/>\n1:21 Expectations<br \/>\n2:26 Phase 1<br \/>\n3:59 Phase 2<br \/>\n5:23 Phase 3<br \/>\n6:50 Phase 4<br \/>\n7:32 Phase 5<\/p>\n<p>\ud83d\udcce Resources:<br \/>\n==============<br \/>\n\u2705 The FREE Ultimate ATS-Friendly Resume Checklist<br \/>\nhttps:\/\/www.exaltitude.io\/job-seekers?utm_source=youtube<br \/>\n\u2705 Download the FREE Job Search Keyword Toolkit in a PDF file<br \/>\nhttps:\/\/www.exaltitude.io\/resume-handbook?utm_source=youtube<br \/>\n\u2705 The Ultimate Resume Handbook<br \/>\nhttps:\/\/www.exaltitude.io\/resume-handbook?utm_source=youtube<br \/>\n\u2705 FREE Interview Prep Resources<br \/>\nhttps:\/\/www.exaltitude.io\/job-seekers?utm_source=youtube<br \/>\n\u2705 FREE ATS-Friendly Resume Template<br \/>\nhttps:\/\/www.exaltitude.io\/job-seekers?utm_source=youtube<\/p>\n<p>\ud83d\ude80Zero To Mastery Courses<br \/>\n==============<br \/>\n\ud83d\udc49Machine Learning Bootcamp: https:\/\/links.zerotomastery.io\/MLBootcamp_Exaltitude_Nov2024<br \/>\n\ud83d\udc49TensorFlow for Deep Learning: https:\/\/links.zerotomastery.io\/tensorflow_exaltitude_Nov2024<br \/>\n\ud83d\udc49PyTorch for Deep Learning: https:\/\/links.zerotomastery.io\/pytorch_exaltitude_nov2024<br \/>\n\ud83d\udc49Machine Learning Career Path: https:\/\/links.zerotomastery.io\/MLcareerpath_Exaltitude_nov2024<br \/>\n\ud83d\udc49Career Path Quiz: https:\/\/links.zerotomastery.io\/CPQuiz_Exaltitude_nov2024<br \/>\n\ud83d\udc49All Courses: https:\/\/links.zerotomastery.io\/Courses_Exaltitude_nov2024<\/p>\n<p>\ud83c\udf99\ufe0fOther videos you might be interested in<br \/>\n========================<br \/>\n\ud83d\udc49Resume Hack (from Big Tech Hiring Manager)<br \/>\n<iframe title=\"Engineering Resume Hack (from Big Tech Hiring Manager)\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/_MT4SgfQ8QY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><br \/>\n\ud83d\udc49Forget Coding Projects: This is How You Get Hired<br \/>\n<iframe title=\"Forget Coding Projects: This is How You Get Hired\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/i-NbPi4x_ao?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><br \/>\n\ud83d\udc49Software\/AI Engineering Career Paths and Top Key Skills<br \/>\n<iframe title=\"Top Programming Languages to Learn\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/nwjZ_7Ll3ko?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><br \/>\n\ud83d\udc49How to actually learn AI\/ML: Reading Research Papers<br \/>\n<iframe title=\"How to actually learn AI\/ML: Reading Research Papers\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/x6slke5niqw?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><br \/>\n\ud83d\udc49Don&#8217;t Be a Tutorial Zombie: Learn AI the Right Way<br \/>\n<iframe title=\"Don&#039;t Be a Tutorial Zombie: Learn AI the Right Way\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/c0w286I9PVg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<p>\ud83d\udda5\ufe0f My SETUP<br \/>\n========================<br \/>\nStanding Desk: https:\/\/amzn.to\/3T4dmxc<br \/>\nLED USB Lights: https:\/\/amzn.to\/3sEZf76<br \/>\nLogitech Blue Yeti USB Microphone: https:\/\/amzn.to\/3AUOGjG<br \/>\nComica Vimo S MI Wireless Microphone: https:\/\/amzn.to\/3T6wXMs<br \/>\nAmazon Basic Tripod: https:\/\/amzn.to\/3MrbTfY<br \/>\nThe full list: https:\/\/www.amazon.com\/shop\/exaltitude\/list\/3NBYWPBJ39LA7?ref_=cm_sw_r_cp_ud_aipsflist_aipsfexaltitude_9BS9RJSNJNBXTT94GBYW_f<\/p>\n<p>\ud83d\udce3\u2728Connect with me<br \/>\n========================<br \/>\n\ud83d\udcbb LinkedIn: https:\/\/www.linkedin.com\/in\/jeanklee\/<br \/>\n\u2709\ufe0f NEWSLETTE: https:\/\/www.exaltitude.io\/newsletter<br \/>\n\ud83d\udcf2 Email for business inquiries: exaltitude.info@gmail.com<br \/>\n\ud83d\udccc Website: https:\/\/www.exaltitude.io\/?utm_source=youtube<br \/>\nI give advice for navigating your engineering career journey successfully. <\/p>\n<p>\u2b50\ufe0fAbout me<br \/>\n========================<br \/>\nHi, I&#8217;m Jean, Founder of Exaltitude. I&#8217;ve been working in tech for the past 20 years as an engineer, an engineering manager, and a team builder. I was the 19th engineer at WhatsApp and worked with Facebook as an Engineering Manager for six years after the $19B acquisition. I&#8217;m excited to share the ins and outs of a Software Engineering career based on my experience as a hiring manager for top tech companies.<\/p>\n<p>Credits<br \/>\n========================<br \/>\n\ud83d\uddbc\ufe0f All images, graphics, and b-roll videos used in this video were sourced from Canva.<\/p>\n<p>* I may earn a small commission for purchases made through affiliate links on this website. This commission comes at no additional cost to you.  Your support helps me continue creating content for you.<br \/>\n<br \/><a href=\"https:\/\/www.youtube.com\/watch?v=nznFtfgP2ks\">source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Unlock the secrets to mastering Artificial Intelligence (AI) quickly with this self-study roadmap, based on&#8230;<\/p>\n","protected":false},"author":1,"featured_media":971,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[381],"tags":[612,599,602,605,611,610,614,603,607,615,597,616,604,606,609,600,613,608,618,598,596,594,595,601,617],"class_list":["post-970","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-tutorial","tag-ai-capstone-project","tag-ai-fast-track","tag-ai-graduate-program","tag-ai-learning-path","tag-ai-math-foundations","tag-ai-projects","tag-ai-roadmap-2024","tag-ai-self-study","tag-ai-skills","tag-ai-study-plan","tag-computer-science","tag-data-science-ai","tag-learn-ai-fast","tag-machine-learning-basics","tag-machine-learning-python","tag-machine-learning-roadmap","tag-machine-learning-tips","tag-python-for-ai","tag-pytorch","tag-self-study-ai","tag-software-developer","tag-software-engineer","tag-software-engineering","tag-stanford-ai-certificate","tag-tensorflow"],"featured_image_urls":{"full":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault.jpg",1280,720,false],"thumbnail":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault-150x150.jpg",150,150,true],"medium":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault-300x169.jpg",300,169,true],"medium_large":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault-768x432.jpg",640,360,true],"large":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault-1024x576.jpg",640,360,true],"1536x1536":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault.jpg",1280,720,false],"2048x2048":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault.jpg",1280,720,false],"newsphere-slider-full":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault.jpg",1280,720,false],"newsphere-featured":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault-1024x576.jpg",1024,576,true],"newsphere-medium":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2025\/12\/1765329052_maxresdefault-720x380.jpg",720,380,true]},"author_info":{"display_name":"newadmin","author_link":"https:\/\/banrev.us\/ai\/?author=1"},"category_info":"<a href=\"https:\/\/banrev.us\/ai\/?cat=381\" rel=\"category\">AI Tutorial<\/a>","tag_info":"AI Tutorial","comment_count":"0","_links":{"self":[{"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/posts\/970","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=970"}],"version-history":[{"count":0,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/posts\/970\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/media\/971"}],"wp:attachment":[{"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=970"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=970"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=970"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}