Cognitive computing is rapidly infusing every aspect of our lives. It relates to the three important fields of data science, machine learning, and artificial intelligence (AI). It allows computing systems to learn and keep on improving with the growing data in the system.
This book will introduce the readers to a whole new paradigm of computing that is totally different from the conventional computing of the Information Age. You will learn about the concepts of machine learning, deep learning, neural networks, and AI through the set of DLaaS APIs that IBM Watson provides. This book will show you how to build your own applications that will understand, plan, decide, solve problems, analyze, synthesize, and assess task as per your needs. You will be exposed to various domains of cognitive computing, such as natural language processing (NLP), media analytics, embedded deep learning, computer vision, emotion analytics, and situational awareness using different IBM Watson APIs, such as the conversation API and the Visual Recognition API. You'll also build sentiment analysis apps using the Tone Analyzer API, and explore the Personality Insights API, among others.
This way, readers will be elevated to a level where they can fully understand what machine learning is, and what goes on behind the scenes to make computers do their magic, as well as the areas where these concepts can be applied. Having achieved this, readers will then be able to embark upon their journey of learning, researching, or applying the concepts they have learned to their respective fields.
