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  • Book Overview & Buying IBM Watson Projects
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IBM Watson Projects

IBM Watson Projects

By : Armen Pischdotchian, James D. Miller
1 (1)
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IBM Watson Projects

IBM Watson Projects

1 (1)
By: Armen Pischdotchian, James D. Miller
Buy this Book

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)
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Preface
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Preface
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Who this book is for
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What this book covers
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To get the most out of this book
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Get in touch
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1
The Essentials of IBM Watson
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The Essentials of IBM Watson
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Definition and objectives
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IBM Cloud prerequisites
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Exploring the Watson interface
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Basic tasks refresher
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Summary
2
A Basic Watson Project
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A Basic Watson Project
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The problem defined
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Getting started
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Building your Watson project
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Refine or Explore
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Creating a prediction
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Summary
3
An Automated Supply Chain Scenario
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An Automated Supply Chain Scenario
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The problem defined
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Getting started
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Building the Watson project
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Reviewing the results
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Sharing with a dashboard
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Summary
4
Healthcare Dialoguing
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Healthcare Dialoguing
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The problem defined
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What is dialoguing?
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Getting started
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Building the project
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Reviewing the results
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Recap
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Results
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Testing your story
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Summary
5
Social Media Sentiment Analysis
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Social Media Sentiment Analysis
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The problem defined
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Social media and IBM Watson Analytics
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Adding dates
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Deeper dive – conversation clusters
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Another look
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Sentiment
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Author interests
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Behavior
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The data
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Summary
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Pattern Recognition and Classification
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Pattern Recognition and Classification
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The problem defined
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Data peeking
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Starting a pattern recognition and classification project
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More with Watson Analytics
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Developing the pattern recognition and classification project
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Creating the prediction
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Reviewing the results
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Displaying top predictors and predictive strength
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Summary
7
Retail and Personalized Recommendations
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Retail and Personalized Recommendations
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The problem defined
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Starting the project
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Developing the project
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Reviewing the results
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Summary ribbon
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The top predictors
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Sharing the insights
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Summary
8
Integration for Sales Forecasting
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Integration for Sales Forecasting
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The problem defined
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IBM Planning Analytics
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Time Series
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Other visualization options
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Reviewing the results
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Summary
9
Anomaly Detection in Banking Using AI
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Anomaly Detection in Banking Using AI
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Defining the problem
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Banking use cases
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Starting the project
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Developing the project
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Reviewing the results
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Summary
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What's Next
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What's Next
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Chapter-by-chapter summary
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Suggested next steps
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Summary
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Other Books You May Enjoy
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Other Books You May Enjoy
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Leave a review - let other readers know what you think

A Basic Watson Project

In this chapter, we have elected to use a use case project that will analyze trip log data from a driving service company to determine which trip characteristics may have a direct effect on a trip's profitability, considering what type of trip is most profitable and which are prone to complications. This first Watson project serves to cover the basics of a simple Watson project—preparing the reader for upcoming, more complex projects presented in the following chapters.

We'll break down this first chapter into:

  • The problem defined
  • Getting started
  • Building your Watson project
  • Reviewing the results
CONTINUE READING
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Tech Concepts
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Programming languages
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IBM Watson Projects
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