Learn AI

Courses, learning paths and communities to navigate AI - by role and level.

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Ready-made scenarios

Step-by-step recipes - what to build and where to start; links go to the catalog.

Courses

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Topic map
What to learn and in what order - from basics to advanced. Click a topic to filter courses.
✕ All topics
1
Basics
AI basics28Prompting15Python for AI33
2
ML & AI core
Machine learning42Language models (LLM)32Language processing (NLP)17Computer vision10
3
Advanced
Deep learning39Generative AI32AI agents14RAG4Fine-tuning8Multimodal3
4
Practice & production
Data analytics16MLOps14Automation6AI ethics6
🎓Neural Networks: Zero to Hero
Courses

Build neural nets and an LLM from scratch.

Andrej KarpathyAdvancedFree
Developer
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🎓Stanford CS25: Transformers United
Courses

Stanford's free seminar course on Transformers, open to anyone worldwide via Zoom and YouTube.

Stanford UniversityAdvancedFree
DeveloperBeginner
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🎓Stanford CS224N: NLP with Deep Learning
Courses
Stanford UniversityAdvancedFree
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CMU Graduate Certificate in Generative AI & Large Language Models
Courses

CMU's rigorous online graduate certificate in Generative AI and Large Language Models for experienced computer scientists.

Carnegie Mellon UniversityAdvancedPaid
Developer
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Microsoft Certified: Agentic AI Business Solutions Architect
Courses

Advanced Microsoft certification for solution architects designing agentic AI-powered enterprise business solutions.

MicrosoftAdvancedPaid
BusinessDeveloper
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🎓CMU Advanced NLP Course (Graham Neubig)
Courses

Advanced NLP course at CMU taught by Graham Neubig, covering cutting-edge language processing topics.

Carnegie Mellon UniversityAdvancedFree
Developer
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Communities

By ratingBy members
👥TECHAGENT - AI communityCommunities

Community of AI and vibe-coding practitioners: sharing and problem-solving.

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👥r/MachineLearningCommunities
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👥r/artificialCommunities
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👥r/deeplearningCommunities
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👥r/LocalLLaMACommunities
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👥r/StableDiffusionCommunities
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