The statQuest illustrated guide to neural networks and AI, with hands-on examples in PyTorch

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Material type: Text

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Contents:

1. Fundamental concepts in neural networks and AI!!!

2. Optimizing weights and biases with propagation!!!

3. Networks with multiple inputs and outputs!!!

4. Simplifying outputs with ArgMax and SoftMax!!!

5. Speeding up training with cross entropy!!!

6. Image classification with convulational neural networks!!!

7. Stock prediction with recurrent neural networks (RNNs)!!!

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Holdings
Item type	Current library	Collection	Call number	Status	Date due	Barcode	Item holds
Books	IIITD General Stacks	Computer Science and Engineering	006.32 STA-S (Browse shelf(Opens below))	Checked out	04/07/2025	013258

Total holds: 1

Includes bibliographical references and index.