Learn TensorFlow Enterprise
This book is a comprehensive introduction for those who are new to scalable and optimized TensorFlow for production. You will learn how to deliver enterprise-grade support for your existing and newly built AI applications. You will address the various needs of AI-enabled organizations to manage and scale machine learning workloads in production.
Offered by
Difficulty Level
Intermediate
Completion Time
10h28m
Language
English
About Book
Who Is This Book For?
This book is for data scientists, machine learning developers or engineers, and cloud practitioners who want to learn and implement various services and features offered by TensorFlow Enterprise from scratch. Basic knowledge of the machine learning development process will be useful.
Learn TensorFlow Enterprise
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 10h28m total length
Overview of TensorFlow Enterprise
Running TensorFlow Enterprise in Google AI Platform
Data Preparation and Manipulation Techniques
Reusable Models and Scalable Data Pipelines
Training at Scale
Hyperparameter Tuning
Model Optimization
Best Practices for Model Training and Performance
Serving a TensorFlow Model
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