Introduction to Machine Learning in the Cloud with Python : Concepts and Practices （2022. xix, 284 S. XIX, 284 p. 158 illus., 146 illus. in color. 235 mm）

Gupta, Pramod/Sehgal, Naresh K.

SPRINGER, BERLIN; SPRINGER INTERNATIONAL PUBLISHING;（2022発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 284 p.
• 商品コード 9783030712723

Full 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.  

Contents

Introduction to Machine Learning.- Foundations of Machine Learning.- Deep Learning and cloud computing.- Cloud Computing Concepts.- Practical Aspects in Machine Learning.- Artificial Intelligence and Information Security.- Examples of Analytics in the Cloud.- A case study of Data Collection and Analytics in the Cloud.- Future trends in Hardware based AI and ML.