Deep Learning with Swift for TensorFlow: Differentiable Programming with Swift

Bhalley, Rahul

ISBN 10: 1484263294 / ISBN 13: 9781484263297

Editore: Apress, 2021

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2021. 1st ed. paperback. . . . . .

Codice articolo V9781484263297

Dati bibliografici

• Titolo: Deep Learning with Swift for TensorFlow: Differentiable Programming with Swift
• Editore: Apress
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 1484263294
• ISBN 13: 9781484263297
• Rilegatura: Brossura
• Edizione: prima edizione
• Condizione: New

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Riassunto

About this book

Discover more insight about deep learning algorithms with Swift for TensorFlow. The Swift language was designed by Apple for optimized performance and development whereas TensorFlow library was designed by Google for advanced machine learning research. Swift for TensorFlow is a combination of both with support for modern hardware accelerators and more. This book covers the deep learning concepts from fundamentals to advanced research. It also introduces the Swift language for beginners in programming. This book is well suited for newcomers and experts in programming and deep learning alike. After reading this book you should be able to program various state-of-the-art deep learning algorithms yourself.

 

The book covers foundational concepts of machine learning. It also introduces the mathematics required to understand deep learning. Swift language is introduced such that it allows beginners and researchers to understand programming and easily transit to Swift for TensorFlow, respectively. You will understand the nuts and bolts of building and training neural networks, and build advanced algorithms.

 

What You’ll Learn

• Understand deep learning concepts

• Program various deep learning algorithms

• Run the algorithms in cloud

 

Who This Book Is For

• Newcomers to programming and/or deep learning, and experienced developers.

• Experienced deep learning practitioners and researchers who desire to work in user space instead of library space with a same programming language without compromising the speed

Informazioni sull?autore

Rahul Bhalley is an independent machine intelligence researcher. He was the co-founder of a short-lived deep learning startup in 2018. He has published research papers in areas such as speech processing and generative modeling. He actively contributes to open source projects related to deep learning on GitHub. He has also worked with Apple's Swift and shares Google's vision of making it easy for others to understand deep learning with Swift.