This course aims at helping students to better
understand how to apply artificial intelligence, machine learning, and data
science in the computer security domain. It will introduce students into the
current state of an application of intelligent methodologies in computer
security and information assurance systems design. As the design and operation of
most of computer security systems and tools are based on an application of
intelligent techniques, gaining deeper understanding and practical skills in
this field would allow the readers to get better prepared either to enter the
workforce or to upgrade their skills. The course “Data Analysis for
Cybersecurity” merges the most advanced methodologies of artificial
intelligence and machine learning with their applications in cybersecurity. The
students will gain knowledge in the hottest area of the current computer
science and will be able to employ it in solving cybersecurity problems.