國立虎尾科技大學 |

Up and running google AutoML and AI platform = building machine learning and NLP models using AutoML and AI platform for production environment /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Up and running google AutoML and AI platform / Navin Sabharwal, Amit Agrawal.
其他題名:	building machine learning and NLP models using AutoML and AI platform for production environment /
作者:	Sabharwal, Navin.
其他作者:	Agrawal, Amit,
面頁冊數:	1 online resource (179 pages)
標題:	COMPUTERS / Data Science / Machine Learning. -
電子資源:	https://portal.igpublish.com/iglibrary/search/BPB0000175.html
ISBN:	9789388511926

Up and running google AutoML and AI platform = building machine learning and NLP models using AutoML and AI platform for production environment /
Sabharwal, Navin.

Up and running google AutoML and AI platform building machine learning and NLP models using AutoML and AI platform for production environment /[electronic resource] :Navin Sabharwal, Amit Agrawal. - 1 online resource (179 pages)

Includes bibliographical references and index.

Up and running google AutoML and AI platform : building machine learning and NLP models using AutoML and AI platform for production environment -- About the Authors -- About the Reviewer -- Acknowledgements -- Preface -- Table of Contents -- Chapter 1 Introduction to Artificial Intelligence -- Chapter 2 Introducing the Google Cloud Platform -- Chapter 3 AutoML Natural Language -- Chapter 4 Google AI Platform -- Chapter 5 Google Data Analysis, Preparation, and Processing Services -- Index.

Access restricted to authorized users and institutions.

Google AutoML and AI Platform provide an innovative way to build an AI-based system with less effort. In this book, you will learn about the basic concepts of Machine Learning and Natural Language Processing. You will also learn about the Google AI services such as AutoML, AI Platform, and Tensorflow, Google’s deep learning library, along with some practical examples using these services in real-life scenarios. You will also learn how the AutoML Natural Language service and AI Platform can be used to build NLP and Machine Learning models and how their features can be released as REST APIs for other applications. In this book, you will also learn the usage of Google’s BigQuery, DataPrep, and DataProc for building an end-to-end machine learning pipeline. This book will give you an in-depth knowledge of Google AutoML and AI Platform by implementing real-life examples such as the Issue Categorization System, Sentiment Analysis, and Loan Default Prediction System. This book is relevant to the developers, cloud enthusiasts, and cloud architects at the beginner and intermediate levels.

Mode of access: World Wide Web.

ISBN: 9789388511926Subjects--Topical Terms:

1483854
COMPUTERS / Data Science / Machine Learning.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: Q325

Dewey Class. No.: 006.3

Up and running google AutoML and AI platform = building machine learning and NLP models using AutoML and AI platform for production environment /
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