ML Foundations IV - Advanced Deep Learning

ML Foundations IV - Advanced Deep Learning

Neuro Symbolic via YouTube Direct link

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ML Foundations IV - Advanced Deep Learning

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  1. 1 Embeddings
  2. 2 Transformer Architecture
  3. 3 Encoders and BERT Models
  4. 4 Generative AI: Decoders and GPT Models
  5. 5 Prompt Engineering Part 1
  6. 6 Prompt Engineering Part 2
  7. 7 LLM Limitations and Hallucinations
  8. 8 Introduction to Reinforcement Learning
  9. 9 Deep Reinforcement Learning
  10. 10 Applications of Reinforcement Learning
  11. 11 Training Challenges in Deep Learning
  12. 12 Regularization in Neural Networks
  13. 13 Understanding RNNs
  14. 14 RNN Architectures for Different Use Cases

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