eBook - ePub

Beginning Deep Learning with TensorFlow

Name: Beginning Deep Learning with TensorFlow
ISBN: 9781484279151

Work with Keras, MNIST Data Sets, and Advanced Neural Networks

Liangqu Long,

Xiangming Zeng,

English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Beginning Deep Learning with TensorFlow

Work with Keras, MNIST Data Sets, and Advanced Neural Networks

Liangqu Long,

Xiangming Zeng,

About this book

Incorporate deep learning into your development projects through hands-on coding and the latest versions of deep learning software, such as TensorFlow 2 and Keras. The materials used in this book are based on years of successful online education experience and feedback from thousands of online learners.

You'll start with an introduction to AI, where you'll learn the history of neural networks and what sets deep learning apart from other varieties of machine learning. Discovery the variety of deep learning frameworks and set-up a deep learning development environment. Next, you'll jump into simple classification programs for hand-writing analysis. Once you've tackled the basics of deep learning, you move on to TensorFlow 2 specifically. Find out what exactly a Tensor is and how to work with MNIST datasets. Finally, you'll get into the heavy lifting of programming neural networks and working with a wide variety of neural network types such as GANs andRNNs.

Deep Learning is a new area of Machine Learning research widely used in popular applications, such as voice assistant and self-driving cars. Work through the hands-on material in this book and become a TensorFlow programmer!

What You'll Learn

Develop using deep learning algorithms
Build deep learning models using TensorFlow 2
Create classification systems and other, practical deep learning applications

Who This Book Is For

Students, programmers, and researchers with no experience in deep learning who want to build up their basic skillsets. Experienced machine learning programmers and engineers might also find value in updating their skills.

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Yes, you can access Beginning Deep Learning with TensorFlow by Liangqu Long,Xiangming Zeng in PDF and/or ePUB format, as well as other popular books in Mathematics & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.