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Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms
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Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms
Equip yourself with the skills to apply neuroevolution-based algorithms to solve practical, real-world problems.
Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms
Item #: 24882960

Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms

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Item #: 24882960

SAR 247

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    Equip yourself with the skills to apply neuroevolution-based algorithms to solve practical, real-world problems.
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    What Stands Out

    Neuroevolution Techniques
    Utilizes advanced neuroevolution algorithms, allowing users to create highly adaptable neural networks, elevating performance beyond traditional methods and addressing optimization challenges effectively.
    Python Integration
    Seamless integration with Python enhances accessibility for developers, fostering innovative implementations while leveraging existing libraries and tools within the Python ecosystem for machine learning.
    Hands-On Approach
    Encourages practical learning through hands-on projects, enabling users to apply theoretical concepts in real-world scenarios, thus solidifying understanding and enhancing skills in neural network design.

    Product Details

    Discover the power of neuroevolution-based algorithms for building artificial neural networks. Buy the paperback book on Ubuy Saudi Arabia.
    Publisher Packt Publishing
    Publication date December 24, 2019
    Language English
    Print length 368 pages
    ISBN-10 183882491X
    ISBN-13 978-1838824914
    Item Weight 1.48 pounds (670 grams)
    Dimensions 7.5 x 0.83 x 9.25 inches (19.1 x 2.1 x 23.5 cm)

    Who Should Buy?

    Suitable For
    • AI Developers

      Ideal for developers looking to enhance their AI models using neuroevolution techniques for performance optimization.

    • Machine Learning Students

      Great for students who want to understand and apply advanced neural network concepts and neuroevolution strategies.

    • Research Enthusiasts

      Perfect for researchers focusing on evolutionary algorithms and their application in artificial intelligence methodologies.

    Not Suitable For
    • Beginners

      Not suitable for those new to programming or machine learning, as it requires prior knowledge and experience.

    Product Description

    Hands-On Neuroevolution with Python: Build high-performing artificial neural network architectures using neuroevolution-based algorithms

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    Pros

    • Engaging hands-on approach
    • Covers neuroevolution algorithms
    • Accessible for beginners
    • Practical project examples
    • Well-structured content

    Cons

    • Some concepts require deeper understanding.

    Product Price History

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    Features & Benefits

    • Learn essential neuroevolution concepts and methods with Python.
    • Implement popular algorithms like NEAT, HyperNEAT, and ES-HyperNEAT.
    • Gain hands-on experience with advanced Python libraries.
    • Explore practical applications in games, robotics, and simulations.
    • Improve the performance of existing neural networks with neuroevolution strategies.
    • Develop agents that autonomously play games using deep neuroevolution.

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