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bokomslag Programming Neural Networks with Python
Data & IT

Programming Neural Networks with Python

Joachim Steinwendner Roland Schwaiger

Häftad

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  • 480 sidor
  • 2025

Neural networks are at the heart of AI-so ensure you're on the cutting edge with this guide! For true beginners, get a crash course in Python and the mathematical concepts you'll need to understand and create neural networks. Or jump right into programming your first neural network, from implementing the scikit-learn library to using the perceptron learning algorithm. Learn how to train your neural network, measure errors, make use of transfer learning, implementing the CRISP-DM model, and more. Whether you're interested in machine learning, gen AI, LLMs, deep learning, or all of the above, this is the AI book you need!

Highlights include:

1) Network creation
2) Network training
3) Supervised and unsupervised learning
4) Reinforcement learning
5) Algorithms
6) Multi-layer networks
7) Deep neural networks
8) Back propagation
9) Transformers
10) Python
11) Mathematical concepts
12) TensorFlow


  • Författare: Joachim Steinwendner, Roland Schwaiger
  • Format: Häftad
  • ISBN: 9781493226962
  • Språk: Engelska
  • Antal sidor: 480
  • Utgivningsdatum: 2025-06-01
  • Förlag: Rheinwerk Computing