Beginner Steps. Advanced AI.
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AI Guides
Visual explanations, hands-on experiments and practical team exercises to understand AI and work with it.
AI Development Team Practices
Define what quality code means for your team, clarify human and AI roles and boundaries and turn your team's choices into a practical contract for the future.
How LLM's Code
Follow the software stack behind AI coding, from tokens and retrieval to agents, tests and human review.
How Reasoning Models Work
See how models generate, compare and verify candidate paths before producing an answer.
How AI Creates Images and Videos
Trace prompts through embeddings, latent space, diffusion, flow matching and video generation.
The Token Cost Loop
Watch context rebuild across a conversation and test what drives token use and model cost.
How Machines Learned
Five hands-on chapters trace neural networks from fixed logical rules to learned attention.
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