Deep Learning Quick Reference: Useful hacks for training and optimizing deep neural networks with TensorFlow and Keras

Bernico, Mike

ISBN 10: 1788837991 / ISBN 13: 9781788837996

Editore: Packt Publishing, 2018

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Codice articolo S_408143550

Dati bibliografici

• Titolo: Deep Learning Quick Reference: Useful hacks for training and optimizing deep neural networks with TensorFlow and Keras
• Editore: Packt Publishing
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 1788837991
• ISBN 13: 9781788837996
• Rilegatura: paperback
• Condizione: Good

Descrizione articolo

Riassunto

This book is a practical guide to applying deep neural networks including MLPs, CNNs, LSTMs, and more in Keras and TensorFlow. Packed with useful hacks to solve real-world challenges along with the supported math and theory around each topic, this book will be a quick reference for training and optimize your deep neural networks.

L'autore

Mike Bernico is a Lead Data Scientist at State Farm Mutual Insurance Companies. He also works as an adjunct for the University of Illinois at Springfield, where he teaches Essentials of Data Science, and Advanced Neural Networks and Deep Learning. Mike earned his MSCS from the University of Illinois at Springfield. He's an advocate for open source software and the good it can bring to the world. As a lifelong learner with umpteen hobbies, Mike also enjoys cycling, travel photography, and wine making.