Welcome to "Introduction to GenAI and Large Language Models," a pioneering course offered by AppSec Engineer that ushers you into the revolutionary world of Generative AI (GenAI) and Large Language Models (LLMs). This course serves as your gateway to understanding the seismic shift brought about by the advent of technologies like ChatGPT, marking a new era comparable to the birth of the internet.In recent years, the landscape of artificial intelligence has been dramatically transformed with the introduction of LLMs.
Industry giants from Google to Meta, along with a burgeoning open-source community on platforms like Hugging Face, have propelled the rapid evolution and dissemination of these models.
As GenAI and LLMs cement their position as cornerstones of modern tech, the implications for security, development, and innovation are profound.This course is tailored for those intrigued by the intersection of GenAI, LLMs, and application security. Whether you're a developer, security professional, or enthusiast, you'll find this course to be an invaluable resource.
Introduction
Just enough AI for you to be dangerous
Neural Networks
Transformers Architecture
Pretraining Datasets and LLM Use-Cases
Prompts and Prompt Engineering
Important Terms
Fine-Tuning and RAG