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Programming Neural Networks with Python

Produktinformationen "Programming Neural Networks with Python"
  • Rheinwerk Publishing
  • Steinwendner, Joachim & Schwaiger, Roland
  • 978-1-4932-2696-2
  • 04.10.2025
  • 178 x 254 (B/H)
  • Paperback
  • englisch
  • 1
  • 457 Seiten
  • 7 %

  • 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



    Hauptlesemotive: Verstehen
    Produktart: Taschenbuch
    Produktform: Taschenbuch

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