EvoClass
AI011
Generative AI for Beginners
Foundations and Ethics of Generative AI
Learning Objectives
- Explain the mechanical inner workings of LLMs, including tokenization, the attention mechanism, and non-deterministic output.
- Compare various LLM categories (Foundation Models, Open-source vs. Proprietary, and Encoder/Decoder architectures) to select the right tool for a business scenario.
- Evaluate strategies for improving model results, specifically choosing between Prompt Engineering, Retrieval Augmented Generation (RAG), and Fine-tuning.