Neural network for beginners : build deep neural networks and develop strong fundamentals using Python’s NumPy, and Matplotlib /

Klaas, Sebastian,

Neural network for beginners : build deep neural networks and develop strong fundamentals using Python’s NumPy, and Matplotlib / Sebastian Klaas. - 1st edition. - 256 pages : illustrations ; 24 cm.

Includes bibliographical references.


Chapter 1: Python introduction ‡ 2: Perceptron in depth ‡ 3: Neural networks ‡ 4: Training neural networks ‡ 5: Backpropagation ‡ 6: Neural network training techniques ‡ 7: CNN ‡ 8: Deep learning.


A beginner-focused guide to deep learning including perceptrons, backpropagation, CNNs, and training techniques, with practical implementation using NumPy and Matplotlib in Python.:contentReference[oaicite:1]


9789389423716


Neural networks--Study and teaching.
Deep learning.

006.3 / k.s.n.