Название: IBM Watson Solutions for Machine Learning
Автор: Arindam Ganguly
Издательство: BPB Publications
Год: 2021
Формат: ePUB
Страниц: 218
Размер: 10 Mb
Язык: English

Utilize Python and IBM Watson to put real-life use cases into production.
Key Features
● Use of popular Python packages for building Machine Learning solutions from scratch.
● Practice various IBM Watson Machine Learning tools for Computer Vision and Natural Language Processing applications.
● Expert-led best practices to put your Machine Learning solutions into the production environment.

Description

This book will take you through the journey of some amazing tools IBM Watson has to offer to leverage your machine learning concepts to solve some real-life use cases that are pertinent to the current industry.

This book explores the various Machine Learning fundamental concepts and how to use the Python programming language to deal with real-world use cases. It explains how to take your code and deploy it into IBM Cloud leveraging IBM Watson Machine Learning. While doing so, the book also introduces you to several amazing IBM Watson tools such as Watson Assistant, Watson Discovery, and Watson Visual Recognition to ease out various machine learning tasks such as building a chatbot, creating a natural language processing pipeline, or an optical object detection application without a single line of code. It covers Watson Auto AI with which you can apply various machine learning algorithms and pick out the best for your dataset without a single line of code. Finally, you will be able to deploy all of these into IBM Cloud and configure your application to maintain the production-level runtime.