Oreilly - IBM Watson for Beginners
by Duvier Zuluaga Mora | Publisher: Packt Publishing | Release Date: July 2018 | ISBN: 9781788991940
Get introduced to Watson and the power of Cognitive Computing and Artificial IntelligenceAbout This VideoExplore Watson, its history, and the new approach that Cognitive Computing brings to the WorldObtain an overview of current Watson capabilities and the way they can be integrated into your solutionsFollow practical example use cases that leverage Watson APIs and take advantage of the power of the cloudIn DetailWhen IBM Watson defeated the two Jeopardy champions back in 2011, it opened a new era in the practical application of Artificial Intelligence technology and contributed to the growing research and interest in this field. When we include the unprecedented computing power offered by the cloud, it's clear we are living in an exciting era for building applications.The course will start by introducing Watson and what it can do for you. You will discover the kind of problems Watson can help with, and discover the main components/features that enable it to work. Along the way we'll learn the core Cognitive Computing techniques, concepts, and practices that Watson adopts and makes accessible to all. After that brief start, we'll delve into problem solving with Watson. Each section will deal with a particular kind of problem that Watson can solve, using 1 or more illustrative examples to show you how Watson can be used to solve your own business problems and build powerful intelligent systems. By the end of the course, you'll have a clear grounding in what Watson can do and will be able to use the most popular and important features. You'll have a good idea of the broader capabilities of Cognitive Computing, and how IBM Watson makes these capabilities accessible for all.The code bundle is placed at this link https://github.com/PacktPublishing/IBM-Watson-for-Beginners-V-
- Chapter 1 : Introduction to Cognitive Computing and Watson
- The Course Overview 00:04:28
- Review of Cognitive Concepts 00:11:45
- Structure of a Cognitive System 00:11:37
- Watson – Your Next AI Platform 00:06:50
- Chapter 2 : Overview of Watson APIs
- Recap of REST Paradigm 00:08:38
- Review of Watson APIs – Part I 00:13:39
- Review of Watson APIs – Part II 00:08:31
- Chapter 3 : Watson for Building Chatbots
- Watson Assistant Training 00:10:46
- Watson Assistant Training – II 00:09:50
- Introduction to Discovery Service 00:09:05
- Build Your Own Chatbot 00:20:10
- Chapter 4 : Watson for Understanding Text
- Natural Language Understanding 00:08:51
- Enrichments in Discovery Service 00:12:08
- Find Insights from Unstructured Data 00:08:44
- Chapter 5 : Watson for Better User Engagement
- Personality Insights 00:11:13
- Sample Use Cases 00:14:11
- Chapter 6 : Watson for Computer Vision
- Understanding Visual Recognition 00:06:49
- Standard Model 00:11:05
- Creating Custom Models 00:08:45
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