finelybook
Cybersecurity Analytics (Chapman & Hall/CRC Data Science Series)
Part of: Chapman & Hall/CRC Data Science Series (6 Books) | by 作者: Rakesh M. Verma and David J. Marchette
pages 页数: 356 pages
ISBN-10 书号: 036734601X
ISBN-13 书号: 9780367346010
Publisher Finelybook 出版社: Chapman and Hall/CRC; (November 20,2019)
Language 语言: English
Book Description
Cybersecurity Analytics is for the cybersecurity student and professional who wants to learn data science techniques critical for tackling cybersecurity challenges,and for the data science student and professional who wants to learn about cybersecurity adaptations. Trying to build a malware detector,a phishing email detector,or just interested in finding patterns in your datasets? This book can let you do it on your own. Numerous examples and datasets links are included so that the reader can “learn by 作者: doing.” Anyone with a basic college-level calculus course and some probability knowledge can easily understand most of the material.
The book includes chapters containing: unsupervised learning,semi-supervised learning,supervised learning,text mining,natural language processing,and more. It also includes background on security,statistics,and linear algebra. The website for the book contains a listing of datasets,updates,and other resources for serious practitioners
