WORKSHOPS · AUGUST 2024

AI 101: First Principles

Comprehensive introductory bootcamp decoding gradient descent, loss landscapes, and practical PyTorch implementation from scratch.

About the event

Demystifying mathematical backpropagation with zero abstraction. Students derived matrix gradients on paper before coding linear layers and convolutional blocks in Python.

Event takeaways & features

  • No High-Level Library Abstractions
  • Jupyter Notebooks Published to GitHub
  • 1-on-1 Mentorship from Senior Leads

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