{"id":1084,"date":"2022-05-17T08:45:05","date_gmt":"2022-05-17T08:45:05","guid":{"rendered":"https:\/\/demoapus1.com\/skillup\/?post_type=lp_course&#038;p=1084"},"modified":"2026-04-21T19:27:46","modified_gmt":"2026-04-21T19:27:46","slug":"artificial-intelligence-machine-learning","status":"publish","type":"lp_course","link":"https:\/\/alhumdu.com\/ift\/courses\/artificial-intelligence-machine-learning\/","title":{"rendered":"Artificial Intelligence &#038; Machine Learning"},"content":{"rendered":"<p>Master AI and ML algorithms. Neural networks, deep learning, NLP and computer vision applications.<\/p>\n<p><strong><b>About This Course<\/b><\/strong><\/p>\n<p>Advanced AI\/ML course covering machine learning algorithms, deep learning, neural networks, NLP, computer vision, and reinforcement learning. Build AI-powered applications and understand state-of-the-art models.<\/p>\n<p><b>What You&#8217;ll Learn<br \/>\n<\/b><\/p>\n<ul>\n<li>Machine learning fundamentals<\/li>\n<li>Neural networks architecture<\/li>\n<li>Deep learning with TensorFlow\/PyTorch<\/li>\n<li>Natural language processing<\/li>\n<li>Computer vision<\/li>\n<li>Reinforcement learning<\/li>\n<li>Model optimization<\/li>\n<li>Production deployment<\/li>\n<\/ul>\n<p><b>Course Modules<br \/>\n<\/b><\/p>\n<ul>\n<li>ML Fundamentals<\/li>\n<li>Regression and Classification<\/li>\n<li>Neural Networks<\/li>\n<li>Deep Learning<\/li>\n<li>CNNs for Computer Vision<\/li>\n<li>RNNs and LSTMs<\/li>\n<li>Natural Language Processing<\/li>\n<li>Transformers and BERT<\/li>\n<li>GANs<\/li>\n<li>Reinforcement Learning<\/li>\n<li>Model Deployment<\/li>\n<li>MLOps<\/li>\n<li>Industry Projects<\/li>\n<\/ul>\n<p><b>Tools &amp; Technologies<\/b><\/p>\n<p>Python, TensorFlow, PyTorch, Keras, OpenCV, NLTK, spaCy, Scikit-learn, Docker, AWS\/Azure ML<\/p>\n<p><strong><b>Prerequisites<\/b><\/strong><\/p>\n<ol>\n<li>Basic Python knowledge.<\/li>\n<li>Basic understanding of mathematics (linear algebra &amp; probability)<\/li>\n<\/ol>\n<ol>\n<li style=\"list-style-type: none;\"><\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<p><b>\u00a0<\/b><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Master AI and ML algorithms. Neural networks, deep learning, NLP and computer vision applications. About This Course Advanced AI\/ML course [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":2417,"comment_status":"closed","ping_status":"closed","template":"","course_category":[61],"course_tag":[],"class_list":["post-1084","lp_course","type-lp_course","status-publish","has-post-thumbnail","hentry","course_category-data-science-ai-ml","course"],"_links":{"self":[{"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/lp_course\/1084","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/lp_course"}],"about":[{"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/types\/lp_course"}],"author":[{"embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/comments?post=1084"}],"version-history":[{"count":6,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/lp_course\/1084\/revisions"}],"predecessor-version":[{"id":3063,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/lp_course\/1084\/revisions\/3063"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/media\/2417"}],"wp:attachment":[{"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/media?parent=1084"}],"wp:term":[{"taxonomy":"course_category","embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/course_category?post=1084"},{"taxonomy":"course_tag","embeddable":true,"href":"https:\/\/alhumdu.com\/ift\/wp-json\/wp\/v2\/course_tag?post=1084"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}