SRT 521 Advanced Data Analysis

Information security professionals are responsible for keeping the world safe. This can only be achieved by understanding what is happening in the increasingly complex systems that businesses and society rely on. This understanding requires the analysis of large amounts of data in order to understand the meaning of these systems. Fortunately, the growing power of distributed technology also provides us with the tools to do this. Distributed systems enable us to build scalable tools that leverage the power of the cloud, machine learning, and artificial intelligence to collect, parse, and analyze previously unavailable large amounts of data to find patterns and meaning in the complex systems that control our world. This SRT 521 Advanced Data Analysis course introduces students to these technologies and teaches how to reduce risks and make our systems more secure.

Upon successful completion of the course, students will be able to apply the concept of data-driven security to:

• Analysis of security incidents to find vulnerabilities and incidents
• Analyze large datasets to gain insight into them.
• Analyze network systems to find security vulnerabilities
• Analysis of user behaviour to identify intruders
• Analysis of software performance metrics to detect malicious behaviour
• Analysis of data generated by complex systems to gain situational awareness

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