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Evolutionary Deep Learning: Genetic Algorithms and Neural Networks

49.99 €
Out of stock
Evolutionary Deep Learning: Genetic Algorithms and Neural Networks
49.99 €
This book analyzes methods for enhancing the power of neural networks through biological algorithms in solving search, optimization, and control problems. Relevant and extremely interesting examples demonstrate ways to shape the cutting edge of data science based on lessons from the natural world going back to ancient times.
The edition introduces evolutionary computation and provides a range of techniques that you can apply throughout the deep learning process. You'll discover genetic algorithms and evolutionary computational approaches to inferring neural network topologies, generative modeling, reinforcement learning, and more. Colab's interactive notebooks give you the opportunity to conduct experiments as you learn the book's material. Designed for data scientists who are familiar with the Python language.
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