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)

Another look

As we stated earlier in this chapter, the visualizations are pretty much interactive. Here is an example. If we again use the dropdown (now showing Topics) and select the Themes tab, as shown in the following screenshot:

Select the Theme tab

The preceding screenshot is a visualization showing which themes are mentioned in the social media content found during the analysis. It also shows how these mentions break down by our different themes: Quality, Satisfaction, and Service.

We can filter a particular mention from our content (such as blanks). To do this, you can right-click a column in the visualization and click the Exclude button. In our project, we can filter by any of the themes, so let's try excluding Service. The following screenshot shows the updated graphic:

Updated graphic

Again, clicking on the graphic will show the content for the selected option...