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Deep Learning for Absolute Beginners: Neural Networks from Scratch with Python and TensorFlow
Paperback
Series: Data Science Foundations
Technology & EngineeringGeneral ComputersProgramming
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Publisher: Independently Published
Pages: 244
Weight: 0.95
Height: 0.51 Width: 7.00 Depth: 10.00
Language: English
Why This Book Is Different
- Backpropagation and gradient descent, genuinely explained - not waved at, not skipped, actually understood.
- An honest comparison with classical machine learning. You'll learn exactly when a neural network is the right tool - and when a random forest still wins.
- Regularization gets a full chapter, so your models generalize instead of memorizing.
- Computer vision and NLP both covered in depth - not just one, with the other as an afterthought.
- Worked solutions for every exercise, across all sixteen chapters.
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