Topics

Fluent python

• Part I. Data structures
  • Chapter 1: The Python Data Model
  • Chapter 2: An array of sequences
  • Chapter 3: Dictionaries and Sets
  • Chapter 4: Unicode text versus bytes
  • Chapter 5: Data class builders
  • Chapter 6: Object References, Mutability, and Recycling
• Part II. Functions as Objects
  • Chapter 7. Functions as First-Class Objects
  • Chapter 8. Type Hints in Functions
• Part III. Classes and Protocols
• Part IV. Control flow
• Part V. Metaprogramming

Example code: https://github.com/fluentpython/example-code-2e

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Building Transformer models with attention

• Part I: Foundations of Attention
• Part II: From Recurrent Neural Networks to Transformer
• Part III: Building a Transformer from Scratch
• Part IV: Applications