April 2018
Beginner to intermediate
500 pages
11h 26m
English
book
Hands-On Machine Learning on Google Cloud Platform
by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli
Content preview from Hands-On Machine Learning on Google Cloud Platform
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Preface
Google Cloud ML Engine combines the services of Google Cloud Platform with the power and flexibility of TensorFlow. With this book, you will not only learn how to build and train different complexities of machine learning models at scale, but also to host them in the cloud to make predictions.
This book is focused on making the most of the Google Machine Learning Platform for large datasets and complex problems. You will learn how to create powerful machine-learning-based applications from scratch for a wide variety of problems by leveraging different data services from the Google Cloud Platform. Applications include NLP, speech-to-text, reinforcement learning, time series, recommender systems, image classification, video content ...
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