This course overviews various techniques in the field of cyber analytics. Cyber analytics is the discovery of meaningful patterns from data to increase cyber security of comuter systems and networks. Topics include: overview of machine learning, overview of cybersecurity threats, case studies of machine learning techniques for addressing various cybersecurity threats.