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AI & Automation courses

AI & Automation. Data & Analytics. Software Development. IT & Cloud.

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How Large Language Models Work
Two general-audience talks from a founding member of OpenAI on how ChatGPT-style models are built: pre-training on the internet, fine-tuning into an assistant, and where they still go wrong.
Andrej Karpathy
AI & Automation
Foundation4 h 31 min2 lessons
Video course
Free
Free
Machine Learning for Everybody
Explore classification, regression and clustering, then see how common models are implemented in Python notebooks.
Kylie Ying · freeCodeCamp.org
AI & Automation
Foundation3 h 54 min1 lesson
Video course
Free
Free
Neural Networks, Visually
Animated explanations of how neural networks learn, from a single neuron to the transformers behind modern chatbots. Builds intuition without any programming.
Grant Sanderson · 3Blue1Brown
AI & Automation
Foundation2 h 26 min8 lessons
Video course
Free
Free
AI Agents for Beginners
Short lessons on the design patterns behind AI agents: tool use, planning, agentic RAG, multi-agent systems, memory, protocols such as MCP, and taking agents to production.
Microsoft Cloud Advocates · Microsoft
AI & Automation
Professional2 h 7 min14 lessons
Video course
Free
Free
Generative AI for Beginners
Eighteen lessons on building real applications with generative AI: prompting, chat and search apps, RAG, function calling, agents and fine-tuning. Each lesson pairs a video with code on GitHub.
Microsoft Cloud Advocates · Microsoft
AI & Automation
Professional4 h 23 min18 lessons
Video course
Free
Free
MIT Introduction to Deep Learning (2026)
MIT’s fast-paced deep learning bootcamp, refreshed every year. Covers sequence models and transformers, computer vision, generative models, reinforcement learning and current frontiers.
Alexander Amini, Ava Amini · MIT 6.S191
AI & Automation
Expert8 h 19 min9 lessons
Video course
Free
Free