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    3. Programming Neural Networks with Python: Your Practical Guide to Building Smart AI Systems with Machine Learning

    Programming Neural Networks with Python: Your Practical Guide to Building Smart AI Systems with Machine Learning

    Posted By: yoyoloit
    Date: 21 Jun 2025 08:39:28
    Programming Neural Networks with Python: Your Practical Guide to Building Smart AI Systems with Machine Learning

    Programming Neural Networks with Python
    by Steinwendner, Joachim;Schwaiger, Roland;
    English | 2025 | ISBN: 1493226967 | 457 pages | True EPUB | 20.08 MB


    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

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