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Machine Learning - An Algorithmic Perspective, Second Edition - Bok av Stephen (Massey University Marsland - Inbunden

Machine Learning - An Algorithmic Perspective, Second Edition - Bok av Stephen (Massey University Marsland - Inbunden

This bestseller helps students understand the algorithms of machine learning. It puts them on a path toward mastering the relevant mathematics and statistics as well as the necessary programming and experimentation. Along with improved Python code, this second edition includes two new chapters on deep belief networks and Gaussian processes. It incorporates new material on the support vector machine, random forests, the perceptron convergence theorem, filters, and more. All of the code is available..

SEK 1086.00
1

Network Anomaly Detection - A Machine Learning Perspective - Bok av Dhruba Kumar (Tezpur University Bhattacharyya - Inbunden

Network Anomaly Detection - A Machine Learning Perspective - Bok av Dhruba Kumar (Tezpur University Bhattacharyya - Inbunden

This book discusses the detection of anomalies in computer networks from a machine learning perspective. It examines how computer networks work and how they can be attacked by intruders in search of fame, fortune, or challenge. Yoüll learn how to look for patterns in captured network traffic data to unearth potential intrusion attempts. Coverage includes machine learning techniques and algorithms, a taxonomy of attacks, and practical tools for launching attacks, capturing packet or flow traffic,..

SEK 1556.00
1