AI Bootcamp

AI Bootcamp

The "Get Shit Done with AI" Bootcamp focuses on real-world applications that will equip you with the skills and knowledge to become a great AI engineer

Watch on YouTube

• Real-World PyTorch

• Build Real-World Machine Learning Project

• Fine-tuning Tiny LLM on Your Data

• Deploy (Tiny) LLM to Production

• AI Agents with GPT-4 Turbo and CrewAI

• CrewAI with Open LLM (Llama 3) using Groq API

• Fine-Tuning Llama 3 on a Custom Dataset

• Local RAG with Llama 3.1 for PDFs

Read the Tutorials

Foundational Skills

• Python Essentials for AI: A Practical Guide

• Real-World PyTorch

ML Pipelines

• Analyze Data For Insights

• Develop Your Model

• Evaluate Your Model

• Architect Your ML Project

Large Language Models (LLMs)

• LLMs 101

• Write Great Prompts

• Build a RAG System

• Fine-tuning Tiny LLM on Custom Dataset

• Deploy Custom LLM to Production

• LLM Evaluation

AI Agents

• Build Agentic Apps

• Agents with Llama 3 and Custom Tools

• Develop a Tweet Writing Team

• SQL Agents with CrewAI and Llama 3

Projects

• RagBase - Private Chat with Your Documents

• Write Social Media Content with Agents