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Deep Learning from Scratch
Author: Seth Weidman
Binding: Paperback
Paper Quality: Standard White Paper
Category: Artificial Intelligence / Computer Science
Recommended For: BSCS, BSSE, Data Science Students, AI Enthusiasts

Key Points:

  • A beginner-friendly guide to understanding deep learning algorithms from the ground up

  • Builds neural networks using only Python and NumPy—no high-level frameworks

  • Great for students who want to understand the math and logic behind AI models

  • Covers essential concepts like forward propagation, backpropagation, and optimization

  • Includes hands-on coding exercises for real-time learning

  • Perfect for developing a solid conceptual foundation before moving to advanced tools like TensorFlow or PyTorch

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Writer                 ✤            Seth Weidman

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