In this course develop foundational knowledge of artificial intelligence and LLM through a combination of theory and practice. Learn about tools and techniques including LangChain, LlamaIndex, Hugging face and off-the-shelf open source LLMs.

Artificial intelligence has emerged as a solution for building smarter and safer security systems that allow you to predict and detect suspicious network activity, such as phishing or unauthorized intrusions. In this course, students learn how AI/ML approaches and models can be used to detect potential attacks and protect corporate systems. Topics include the role of machine learning and neural networks, as well as how to apply AI capabilities and strategies across a variety of applications, including spam filters, network intrusion detection, botnet detection, and secure authentication.