Introduction to Machine Learning in the Cloud with Python


Introduction to Machine Learning in the Cloud with Python: Concepts and Practices
By 作者:Pramod Gupta and Naresh K. Sehgal
Publisher Finelybook 出版社 : Springer; 1st ed. 2021 edition (April 29, 2021)
Language 语言: English
pages 页数: 303 pages
ISBN-10 书号: 3030712699
ISBN-13 书号 : 9783030712693
The Book Description
This book provides an introduction to machine learning and cloud computing, both from a conceptual level, along with their usage with underlying infrastructure. The authors emphasize fundamentals and best practices for using AI and ML in a dynamic infrastructure with cloud computing and high security, preparing readers to select and make use of appropriate techniques. Important topics are demonstrated using real applications and case studies.

Front Matter
Part I.Concepts
1.Machine Learning Concepts
2.Machine Learning Al gorithms
3.Deep Learning and Cloud Computing
4.Cloud Computing Concepts
Part II.Practices
5.Practical Aspects in Machine Learning
6.Information Security and Cloud Computing
7.Examples of Analytics in the Cloud
8.Health Care in the Cloud:A Few Case Studies
9.Trends in Hardware-Based AL and L
Back Matter

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