{"id":1283,"date":"2026-01-17T19:24:53","date_gmt":"2026-01-17T19:24:53","guid":{"rendered":"https:\/\/banrev.us\/ai\/?p=1283"},"modified":"2026-01-17T19:24:53","modified_gmt":"2026-01-17T19:24:53","slug":"ai-engineer-roadmap-how-id-learn-ai-in-2024","status":"publish","type":"post","link":"https:\/\/banrev.us\/ai\/?p=1283","title":{"rendered":"AI Engineer Roadmap | How I&#39;d Learn AI in 2024"},"content":{"rendered":"<p><iframe  width=\"580\" height=\"385\" src=\"https:\/\/www.youtube.com\/embed\/MhCHrvfAXlc?autoplay=1&#038;modestbranding=1\" frameborder=\"0\" allowfullscreen><\/iframe><br \/>\n<br \/>Complete roadmap to learn AI Skills in 2024. AI Engineer job is in very high demand and in this video, we will go over the skills required for AI or ML engineering along with free learning resources and checklists. This video also shows how I&#8217;d learn AI if I had to start over. <\/p>\n<p>Roadmap PDF: https:\/\/codebasics.io\/resources\/ai-engineer-roadmap-2024<\/p>\n<p>\u2b50\ufe0f Timestamps \u2b50\ufe0f<\/p>\n<p>0:00 Introduction<br \/>\n3:09 Computer Science Fundamentals (Khan Academy course)<br \/>\n4:06 Beginners Python<br \/>\n5:44 Data structures and algorithms<br \/>\n6:63 Advanced Python<br \/>\n12:23 Version control system<br \/>\n14:09 Databases (SQL)<br \/>\n17:11 Pandas, Numpy, Visualization<br \/>\n17:36 Math &#038; statistics<br \/>\n18:51 EDA<br \/>\n20:07 Machine Learning<br \/>\n21:40 MLOps<br \/>\n24:13 ML Projects<br \/>\n26:03 Deep Learning<br \/>\n27:14 NLP or Computer Vision<br \/>\n27:45 LLM &#038; LangChain<\/p>\n<p>Do you want to learn technology from me? Check https:\/\/codebasics.io\/?utm_source=description&#038;utm_medium=yt&#038;utm_campaign=description&#038;utm_id=description for my affordable video courses.<\/p>\n<p>Need help building software or data analytics\/AI solutions? My company https:\/\/www.atliq.com\/ can help. Click on the Contact button on that website.<\/p>\n<p>\ud83c\udfa5 Codebasics Hindi channel: https:\/\/www.youtube.com\/channel\/UCTmFBhuhMibVoSfYom1uXEg<\/p>\n<p>#\ufe0f\u20e3 Social Media #\ufe0f\u20e3<\/p>\n<p>\ud83e\uddd1\u200d\ud83e\udd1d\u200d\ud83e\uddd1 Discord for Community Support:  https:\/\/discord.gg\/r42Kbuk<br \/>\n\ud83d\udcf8 Codebasics&#8217; Instagram: https:\/\/www.instagram.com\/codebasicshub\/<br \/>\n\ud83d\udcdd Codebasics&#8217; Linkedin :  https:\/\/www.linkedin.com\/company\/codebasics\/<\/p>\n<p>&#8212;&#8212;<\/p>\n<p>\ud83d\udcdd Dhaval&#8217;s Linkedin : https:\/\/www.linkedin.com\/in\/dhavalsays\/<br \/>\n\ud83d\udcdd Hem&#8217;s Linkedin: https:\/\/www.linkedin.com\/in\/hemvad\/<\/p>\n<p>\ud83d\udcfd\ufe0f Hem&#8217;s Instagram for daily tips: https:\/\/www.instagram.com\/hemvadivel\/<br \/>\n\ud83d\udcf8 Dhaval&#8217;s Personal Instagram: https:\/\/www.instagram.com\/dhavalsays\/<\/p>\n<p>\ud83d\udd17 Patreon: https:\/\/www.patreon.com\/codebasics?fan_landing=true<br \/>\n<br \/><a href=\"https:\/\/www.youtube.com\/watch?v=MhCHrvfAXlc\">source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Complete roadmap to learn AI Skills in 2024. AI Engineer job is in very high&#8230;<\/p>\n","protected":false},"author":1,"featured_media":1284,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[381],"tags":[875,874,877,876,878,885,883,886,881,882,880,879,884],"class_list":["post-1283","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-tutorial","tag-ai-career","tag-ai-engineering","tag-ai-ml-jobs","tag-career-in-ai","tag-career-in-ml","tag-how-to-become-ai-engineer","tag-how-to-become-ai-ml-engineer","tag-how-to-become-ml-engineer","tag-how-to-get-job-in-ai-field","tag-how-to-get-job-in-ml-field","tag-machine-learning-career","tag-machine-learning-jobs","tag-what-is-machine-learning-engineer"],"featured_image_urls":{"full":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_maxresdefault.jpg",1280,720,false],"thumbnail":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_maxresdefault-150x150.jpg",150,150,true],"medium":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_maxresdefault-300x169.jpg",300,169,true],"medium_large":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_maxresdefault-768x432.jpg",640,360,true],"large":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_maxresdefault-1024x576.jpg",640,360,true],"1536x1536":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_maxresdefault.jpg",1280,720,false],"2048x2048":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_maxresdefault.jpg",1280,720,false],"newsphere-slider-full":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_maxresdefault.jpg",1280,720,false],"newsphere-featured":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_maxresdefault-1024x576.jpg",1024,576,true],"newsphere-medium":["https:\/\/banrev.us\/ai\/wp-content\/uploads\/2026\/01\/1768677893_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\/1283","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=1283"}],"version-history":[{"count":0,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/posts\/1283\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=\/wp\/v2\/media\/1284"}],"wp:attachment":[{"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1283"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1283"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/banrev.us\/ai\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1283"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}