Neural Networks with Python by Mei Wong (.ePUB)+

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File Size: 10 MB

Neural Networks with Python: Design CNNs, Transformers, GANs and capsule networks using Tensorflow and Keras by Mei Wong
Requirements: .ePUB, .PDF, .MOBI/.AZW reader, 10 MB
Overview: “Neural Networks with Python” serves as an introductory guide for those taking their first steps into neural network development with Python. It’s tailored to assist beginners in understanding the foundational elements of neural networks and to provide them with the confidence to delve deeper into this intriguing area of Machine Learning. In this book, readers will embark on a learning journey, starting from the very basics of Python programming, progressing through essential concepts, and gradually building up to more complex neural network architectures. The book simplifies the learning process by using relatable examples and datasets, making the concepts accessible to everyone. You will be introduced to various neural network architectures such as Feedforward, Convolutional, and Recurrent Neural Networks, among others. Each type is explained in a clear and concise manner, with practical examples to illustrate their applications. The book emphasizes the real-world applications and practical aspects of neural network development, rather than just theoretical knowledge. By the end of your journey with this book, you will have a foundational understanding of neural networks within the Python ecosystem and be prepared to apply this knowledge to real-world scenarios.
Genre: Non-Fiction > Tech & Devices

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