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The Deep Learning Workshop - Septem

The Deep Learning Workshop
ebook
Autor: Mirza Rahim Baig, Thomas V. Joseph, Nipun Sadvilkar, Mohan Kumar Silaparasetty, Anthony So
Tytuł oryginału: The Deep Learning Workshop
ISBN: 9781839210563
stron: 474, Format: ebook
Data wydania: 2020-07-31
Księgarnia: Septem

Cena książki: 129,00 zł

Dodaj do koszyka The Deep Learning Workshop

Tagi: Analiza danych | Python | Uczenie maszynowe

Are you fascinated by how deep learning powers intelligent applications such as self-driving cars, virtual assistants, facial recognition devices, and chatbots to process data and solve complex problems? Whether you are familiar with machine learning or are new to this domain, The Deep Learning Workshop will make it easy for you to understand deep learning with the help of interesting examples and exercises throughout.

The book starts by highlighting the relationship between deep learning, machine learning, and artificial intelligence and helps you get comfortable with the TensorFlow 2.0 programming structure using hands-on exercises. You'll understand neural networks, the structure of a perceptron, and how to use TensorFlow to create and train models. The book will then let you explore the fundamentals of computer vision by performing image recognition exercises with convolutional neural networks (CNNs) using Keras. As you advance, you'll be able to make your model more powerful by implementing text embedding and sequencing the data using popular deep learning solutions. Finally, you'll get to grips with bidirectional recurrent neural networks (RNNs) and build generative adversarial networks (GANs) for image synthesis.

By the end of this deep learning book, you'll have learned the skills essential for building deep learning models with TensorFlow and Keras.

Dodaj do koszyka The Deep Learning Workshop

 

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Dodaj do koszyka The Deep Learning Workshop

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Dodaj do koszyka The Deep Learning Workshop

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