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Machine learning in Cyber Security

Instructor

Dr. Nguyen Quang Uy

Review

(0 Review)

Duration

50 Hours

Topics

08 Articles

Resources

25 Files

Access

Lifetime

Language

English

Certification

Yes

In this course, students will learn some modern machine learning techniques and their cool applications in cyber security. The course will cover from some basic algorithms in machine learning and anomaly detection as well as basic Python, Scikit learn and TensorFlow, Keras to the recent advanced techniques in deep learning (convolutional neural network, recurrent neural network, auto encoder and generative models). Particularly, the course focuses on the applications of machine learning in various problems in cyber security including: Intrusion detection, web attack detection and malware detection.

In this course, students will learn some modern machine learning techniques and their cool applications in cyber security. The course will cover from some basic algorithms in machine learning and anomaly detection as well as basic Python, Scikit learn and TensorFlow, Keras to the recent advanced techniques in deep learning (convolutional neural network, recurrent neural network, auto encoder and generative models). Particularly, the course focuses on the applications of machine learning in various problems in cyber security including: Intrusion detection, web attack detection and malware detection.

Instructor

Dr. Nguyen Quang Uy

Machine learning in cyber security.

Senior lecturer at Le Quy Don Technical University, one of the main contributors to the development of semantic method in Genetic Programming Received PhD degree from University College Dublin, Ireland in 2011. Author and co-author of more than 40 publications in Genetic Programming and related areas.

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