Machine Learning Using TensorFlow Cookbook
This book is designed to guide you through TensorFlow and how to use it effectively. Throughout the book, you will work through recipes and get hands-on experience to perform complex data computations, gain insights into your data, and more.
Offered by
Difficulty Level
Intermediate
Completion Time
13h52m
Language
English
About Book
Who Is This Book For?
If you are a data scientist or a machine learning engineer, and you want to skip detailed theoretical explanations in favor of building production-ready machine learning models using TensorFlow, this book is for you. Basic familiarity with Python, linear algebra, statistics, and machine learning is necessary to make the most out of this book.
Machine Learning Using TensorFlow Cookbook
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 13h52m total length
Getting Started with TensorFlow 2.x
The TensorFlow Way
Keras
Linear Regression
Boosted Trees
Neural Networks
Predicting with Tabular Data
Convolutional Neural Networks
Recurrent Neural Networks
Transformers
Reinforcement Learning with TensorFlow and TF-Agents
Taking TensorFlow to Production
Related Resources
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