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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

Machine Learning - Algorithms and Applications - Bok av Mohssen (Al-Imam Muhammad Ibn Saud University Mohammed - Inbunden

Machine Learning - Algorithms and Applications - Bok av Mohssen (Al-Imam Muhammad Ibn Saud University Mohammed - Inbunden

Machine learning, one of the top emerging sciences, has an extremely broad range of applications. However, many books on the subject provide only a theoretical approach, making it difficult for a newcomer to grasp the subject material. This book provides a more practical approach by explaining the concepts of machine learning algorithms and describing the areas of application for each algorithm, using simple practical examples to demonstrate each algorithm and showing how different issues related..

SEK 1121.00
1

Computational Business Analytics - Bok av Subrata (Machine Analytics Das - Inbunden

Computational Business Analytics - Bok av Subrata (Machine Analytics Das - Inbunden

This book presents tools and techniques for descriptive, predictive, and prescriptive analytics applicable across multiple domains. The author first covers core descriptive and inferential statistics for analytics and then enhances numerical statistical techniques with symbolic artificial intelligence and machine learning techniques for richer predictive and prescriptive analytics. Through many examples and challenging case studies from a variety of fields, practitioners easily see the connections..

SEK 1960.00
1

Fundamentals of Machine Elements - SI Version - Bok av Steven R. Schmid - Häftad

Fundamentals of Machine Elements - SI Version - Bok av Steven R. Schmid - Häftad

Suitable for third-year students, this revised textbook uses an advanced pedagogy and a proven combination of quantitative and qualitative information. This combination makes it student-friendly and up-to-date. The coverage of machine elements is more complete than other books in this area and goes beyond analysis to develop a deeper understanding in students of the design process. It includes a solutions manual (print and electronic), full PowerPoint/Keynote slides, -based presentations for students,..

SEK 1410.00
1

Intelligent Sensor Networks - The Integration of Sensor Networks, Signal Processing and Machine Learning - Bok - Inbunden

Intelligent Sensor Networks - The Integration of Sensor Networks, Signal Processing and Machine Learning - Bok - Inbunden

In the last decade, wireless or wired sensor networks have attracted much attention. However, most designs target general sensor network issues including protocol stack (routing, MAC, etc.) and security issues. This book focuses on the close integration of sensing, networking, and smart signal processing via machine learning. Based on their world-class research, the authors present the fundamentals of intelligent sensor networks. They cover sensing and sampling, distributed signal processing, and..

SEK 1897.00
1