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AI & LLM Systems Engineering
Build, evaluate, and scale production-grade RAG pipelines, neural networks, and autonomous ReAct agents.
A complete interactive path through modern AI engineering: start with mathematical foundations (linear algebra, vectors, distributions), move into deep learning mechanics (live backpropagation, loss functions), explore transformer self-attention heatmaps, and build production RAG and autonomous ReAct agent systems with automated evals.
Free foreverintermediate5 modules~14 hours total
Curriculum
Your progress
0 of 5 modules complete
- 1
Mathematics for Machine Learning (Vectors, SVD, Bayes)
/ai/aimathviz - 2
Neural Networks & Live Backpropagation
/fullstack/aicosmos - 3
Transformer Self-Attention & Heatmaps
/fullstack/aicosmos - 4
Advanced Hybrid RAG & Re-Ranking
/fullstack/aicosmos - 5
Autonomous AI Agents & ReAct Tool Loops
/fullstack/aicosmos