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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 and RNNs. 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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