دوره TCM Security – AI 100: Fundamentals

This course is designed to introduce students to the fundamentals of AI including neural networks and transformer large language models (LLMs). Beginning with the math behind neural networks and how they are trained, students will learn how these networks are used for natural language processing and the architecture of modern transform LLMs, providing a full picture of how neural networks and LLMs actually work. This course does not focus on how to use AI tools.

Syllabus

1. Intro
2. Intro to Neural Networks
3. Intro to Natural Language Processing
4. Introduction to Large Language Models
5. Self-Hosting LLMs
6. Outro

TCM – AI 100: Fundamentals