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6 weeks · Beginner–Intermediate
AI Foundations Bootcamp
From zero to deployed — a structured 6-week program that takes you from AI concepts to building and shipping real-world applications.
What you'll learn
Everything you need to build with AI
AI & ML Fundamentals
How neural networks, training, and inference actually work — no maths degree required.
Python for AI
The Python libraries and patterns used in every AI project: NumPy, Pandas, scikit-learn.
Working with LLMs
Prompting, API integration, and building applications on top of models like GPT and Claude.
Data Pipelines
Collect, clean, and prepare data for training and inference.
Model Deployment
Deploy your models to the cloud and build APIs others can call.
Capstone Project
Ship a real AI application from scratch to production.
Program structure
6 weeks, week by week
1
Week 1–2: Foundations
AI history, ML concepts, Python setup, and your first working model.
2
Week 3–4: Building
LLM APIs, RAG systems, and integrating AI into real applications.
3
Week 5: Deploy
Cloud deployment, monitoring, and production best practices.
4
Week 6: Capstone
Build and present your final project to a panel of industry mentors.