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AI

Foundations​

  • Math - Mathematical foundations: linear algebra, analysis, statistics, quantum mechanics
  • Python - Python for AI

Machine Learning​

  • Machine Learning - ML paradigms: supervised, unsupervised, self-supervised, reinforcement learning

Deep Learning​

  • Deep Learning - Neural networks: foundations, architectures, attention mechanisms

Generative AI​

  • Generative AI - Large language models, prompt engineering, agent, and agentic coding