Book Image

IBM Watson Projects

By : James D. Miller
Book Image

IBM Watson Projects

By: James D. Miller

Overview of this book

IBM Watson provides fast, intelligent insight in ways that the human brain simply can't match. Through eight varied projects, this book will help you explore the computing and analytical capabilities of IBM Watson. The book begins by refreshing your knowledge of IBM Watson's basic data preparation capabilities, such as adding and exploring data to prepare it for being applied to models. The projects covered in this book can be developed for different industries, including banking, healthcare, media, and security. These projects will enable you to develop an AI mindset and guide you in developing smart data-driven projects, including automating supply chains, analyzing sentiment in social media datasets, and developing personalized recommendations. By the end of this book, you'll have learned how to develop solutions for process automation, and you'll be able to make better data-driven decisions to deliver an excellent customer experience.
Table of Contents (12 chapters)

The problem defined

Once again, we'll start this chapter by defining the problem—or opportunity—before us. First, some background. Some of the most valuable data out there (when it comes to an individual's well-being) is healthcare data.

Typically, healthcare data or health information is defined as data relating to a person's medical history, which includes symptoms, diagnoses, procedures, and outcomes. The purpose of this healthcare information is to provide useful and meaningful insights so that it can be used properly and effectively to achieve an objective.

When we think about using data and software to improve healthcare as an objective, our first thought is usually about reducing the cost of healthcare, but another goal that has emerged recently has been to improve the overall health of individuals by perhaps identifying a person's health...