Intro to AI for Teens – Curriculum curs
Școala Informală de IT
- Generative AI and LLMs
– Understanding AI
– AI Models
- Neural networks
– Binary perceptron
– Training a neural networks
– Preparing the training data set
– Training workshop
- Image classification algorithm
– Image recognition with neural networks (RCNN)
– Classification algorithms (K-Nearest Neighbors (KNN))
– Image classification workshop
- Generative AI and LLMs
– LLM capabilities, limitations
– Introduction to ChatGPT
- Basic Prompt Engineering
– What is a prompt
– Prompt anatomy
– Prompt context
– Tokens
– What is prompt engineering
– Prompt Templates
– Prompt structuring
– Meta prompts
– Hallucinations
– Math
– Prompt Hacking
– Best practices
– LLM workshop