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CYBERSEC 520: Foundations of Artificial Intelligence in Cybersecurity

Course Overview

Getting Started

Setting up Python with UV
About the Course and Instructor

Module 1: Foundations of Machine Learning

Class 1: Coming Soon
Class 2: Coming Soon
Class 3: Clustering Algorithms for Cybersecurity

Module 2: Deep Learning Foundations

Introduction to Neural Networks
Class 5: Sequential Models for Cybersecurity

Module 3: Large Language Models (Coming Soon)

LLMs (Coming Soon)

Assignments

Assignments
Assignment 1: Colab and ML basics

Binder

Repository
Open issue

.ipynb
.md

Class 2

Class 2#

Important

Coming soon For up to date Content see Canvas

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Class 1

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Class 3: Clustering Algorithms for Cybersecurity

By Michael Roman, Ph.D.

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