Introduction to Machine Learning with Security : Theory and Practice Using Python in the Cloud (Synthesis Lectures on Engineering, Science, and Technology) / Gupta, Pramod/ Sehgal, Naresh Kumar/ Acken, John M.

Introduction to Machine Learning with Security : Theory and Practice Using Python in the Cloud (Synthesis Lectures on Engineering, Science, and Technology) （2ND）

Gupta, Pramod/ Sehgal, Naresh Kumar/ Acken, John M.

Springer International Publishing AG（2025/07発売）

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製本 Paperback:紙装版/ペーパーバック版／ページ数 492 p.
言語 ENG
商品コード 9783031591716

Full Description

This book provides an introduction to machine learning, security and cloud computing, 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.

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.