Design efficient machine learning systems that give you more accurate results
About This Book
Gain an understanding of the machine learning design process
Optimize machine learning systems for improved accuracy
Understand common programming tools and techniques for machine learning
Develop techniques and strategies for dealing with large amounts of data from a variety of sources
Build models to solve unique tasks
Who This Book Is For
This book is for data scientists, scientists, or just the curious. To get the most out of this book, you will need to know some linear algebra and some Python, and have a basic knowledge of machine learning concepts.
What You Will Learn
Gain an understanding of the machine learning design process
Optimize the error function of your machine learning system
Understand the common programming patterns used in machine learning
Discover optimizing techniques that will help you get the most from your data
Find out how to design models uniquely suited to your task
