AI Immersion Workshop

Welcome to the AI Immersion Workshop! This is a 7-day journey into the world of Large Language Models (LLMs) and AI development.

Course Structure

This repository is organized on a day-by-day basis. New content will be uploaded progressively, allowing you to follow along at a steady pace.

ai-workshop/
├── README.md
├── day-1/
├── day-2/
├── day-3/
├── day-4/
├── day-5/
├── day-6/
└── day-7/

Each day's folder will contain:

• 📚 Learning materials
• 💻 Code examples
• 🔧 Setup instructions
• 📝 Practice exercises
• 🔗 Resource links

Prerequisites

Before starting the course:

• Basic Python knowledge
• Google account for Colab
• GitHub account (optional)
• AWS account (needed from Day 3)

Daily Overview

Day 1: Foundations

• Introduction to LLMs

• Development environment setup

• Basic LLM interaction

• Recording

Day 2: Cloud AI

• Amazon Bedrock

• Claude integration

• Cloud development

• Recording

Day 3: Multi-Modal AI

• Google Gemini

• Vision + Language

• Advanced features

• Recording

Day 4: OpenAI Ecosystem

• OpenAI API

• Advanced features

• Assistants API

• Recording

Day 5: Local AI

• Ollama setup

• Local model deployment

• Basic prompt engineering

• Recording

Day 6: Prompt Engineering

• Advanced techniques

• Best practices

• Real-world applications

• Recording

Day 7: Project Work

• Practical implementation

• Best practices

• Future directions

• Recording

How to Use This Repository

1. Start with Day 1 folder
2. Complete setup instructions
3. Follow daily materials
4. Practice with provided examples
5. Check solutions (when available)
6. Prepare for next day

Setting up

In youer IDE use

git clone https://github.com/aicampg/aisg-7-day-aiimmersion.git

Alternatively run directly in IDX(make sure you have less than 5 projects) LINK

Getting Help

• Check the FAQ in each day's folder
• Review troubleshooting guides
• Use community channels (AI Camp slack channel) (if available)
• Open issues for technical problems

Important Notes

• Content is updated daily

• Complete prerequisites before starting

• Follow setup instructions carefully

• Practice exercises are crucial

• The IDX workshops were tested before the workshops, without maintenance it is expected that workshops will work within only a certain period.

Contributing

Found an issue or want to improve the content?

• Open an issue
• Submit a pull request
• Follow contribution guidelines

Acknowledgments

This workshop is brought to you by AI Camp London, incorporating various open-source tools and platforms.