Getting to grips with tensors, deep learning, and neural networks can be intimidating and confusing for anyone, no matter their experience level. The breadth of information out there, often written at a very high level and aimed at advanced practitioners, can make getting started even more challenging.
If this sounds familiar to you, The Tensor Flow Workshop is here to help. Combining clear explanations, realistic examples, and plenty of hands-on practice, it’ll quickly get you up and running.
You’ll start off with the basics – learning how to load data into Tensor Flow, perform tensor operations, and utilize common optimizers and activation functions. As you progress, you’ll experiment with different Tensor Flow development tools, including Tensor Board, Tensor Flow Hub, and Google Colab, before moving on to solve regression and classification problems with sequential models.
Building on this solid foundation, you’ll learn how to tune models and work with different types of neural network, getting hands-on with real-world deep learning applications such as text encoding, temperature forecasting, image augmentation, and audio processing.
By the end of this deep learning book, you’ll have the skills, knowledge, and confidence to tackle your own ambitious deep learning projects with Tensor Flow.
Matthew Moocarme & Abhranshu Bagchi
The TensorFlow Workshop [EPUB ebook]
A hands-on guide to building deep learning models from scratch using real-world datasets
The TensorFlow Workshop [EPUB ebook]
A hands-on guide to building deep learning models from scratch using real-world datasets
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Langue Anglais ● Format EPUB ● Pages 600 ● ISBN 9781800200227 ● Taille du fichier 42.2 MB ● Maison d’édition Packt Publishing ● Publié 2021 ● Téléchargeable 24 mois ● Devise EUR ● ID 8252950 ● Protection contre la copie sans