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

As we said, we'll keep this first project example quite simple by focusing more on concepts and fundamentals, rather than spending time defining and exploring every detail (that will come in subsequent chapters!).

Let's start with some background. Suppose there is a group providing state-wide transportation services. This group originally began with a single driver, a car, and a van. Over time, the owner sold out to a group of investors who have evolved the company, now employing a large team of professional drivers and offering a full range of (driving) services for individuals and specific events, with vehicles chosen from an inventory of specialized vehicles. The owners are enjoying a steady business but not, unfortunately, steady profits. What can be done?

From the beginning, drivers had to log all information about each trip and submit that...