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Автор: Karan Singh, Latha Banda, Manisha Manjul
Издательство: Apple Academic Press, CRC Press
Год: 2024
Страниц: 410
Язык: английский
Формат: pdf (true)
Размер: 21.5 MB
This new book brings together the most recent trends related to AI, Machine Learning, and network security. Advanced Computer Science Applications: Recent Trends in AI, Machine Learning, and Network Security consist of three parts. The first part focuses on Machine Learning algorithms in security analytics, which discusses the creation and training of supervised machine learning models for prediction and binary categorization tasks, including logistic regression and linear regression. In this, the reader will learn the fundamentals of Machine Learning. This part also explains how to apply these methods to create prac tical security applications. It offers a comprehensive introduction to contemporary Machine Learning and security analytics, covering green computing concepts, quality of software ecosystems based on transactions, survey on static images and videos, UAV-enabled disaster management, application layer concepts, and deployment techniques in IoT.