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Day 1: The Journey Begins

Starting my 120-day hands-on journey through Deep Learning and LLM Systems. The goal is to build a strong foundation in neural networks while simultaneously understanding every layer of building, fine-tuning, and deploying LLM-powered systems in production.

Today’s Focus

  • Environment setup (Python, PyTorch, CUDA)
  • Revisiting perceptrons and activation functions
  • The LLM stack overview: tokenization, embeddings, attention, decoding

Key Takeaways

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Resources

  • Add links to papers, tutorials, or repos you referenced.

This is part of my 120 Days of Deep Learning & LLM Systems challenge.