Tung D. Le

Machine learning and deep learning

RNN and LSTM

• Understanding LSTM Networks
• Recurrent Neural Networks in Tensorflow

Reinforcement learning

• Reinforcement learning: An Introduction (book)
• UCL course on Reinforcement learning by David Silver
• Reinforcement Learning - Prof. John Tsitsiklis (video)

Large Language Models (LLMs)

• Attention is all you need
  • The original paper that introduced the transformer architecture.
• LLM Leaderboard
  • A live leaderboard comparing LLMs like GPT-4o, LLaMA, Claude, Gemini, and more.
• The walkthrough of the GPT large language model
  • A 3D animated walkthrough of a transformer-based LLM.

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