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)

Summary

In this chapter, a Watson Analytics project was used to test product forecasting performance; it was created by analysts using IBM Planning Analytics. We created an extract file from the Planning Analytics cube and loaded it into Watson Analytics. From there, we used Watson's Explore functionality to examine the data and gain insights that can help us better understand our data and hopefully create a more accurate product revenue forecast. We also saved the Exploration, refreshed our data, and reused the Explorations saved visualizations with the updated data.

In the next chapter, we will use Artificial Intelligence (AI) from a Watson perspective in order to walk through an example use-case project that relates to the banking industry, in which transactions are evaluated to identify fraud.