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Foundations · 8 weeks
Level 1 — Foundation Program
The complete beginner track: programming, mathematics, AI productivity tools, and your first portfolio-ready AI projects.
QuantQ Vision// foundation-program
Full course details & curriculum
The complete beginner track: programming, mathematics, AI productivity tools, and your first portfolio-ready AI projects.
Learning outcomes
- Write Python confidently and reason like a programmer
- Analyse data with SQL, Excel, and Power BI
- Use ChatGPT, Claude, Gemini, and Copilot professionally
- Ship mini AI projects and a public portfolio
Curriculum — module by module
Module 1 — AI & Programming Foundations
Understand what AI really is and build core programming skills.
Lessons
- AI Foundations
- Python Programming
- Programming Logic
- Git & GitHub
- Linux Basics
You will be able to
- Build and run Python programs from scratch
- Version and publish your work with Git & GitHub
Module 2 — Mathematics & Data
The maths and data literacy every AI practitioner needs.
Lessons
- Mathematics for AI
- Statistics
- SQL
- Data Analytics
- Excel
- Power BI Fundamentals
You will be able to
- Query and analyse real datasets with SQL
- Build dashboards in Excel and Power BI
Module 3 — AI Productivity
Work with today's AI assistants like a professional.
Lessons
- Prompt Engineering
- ChatGPT
- Claude
- Gemini
- Microsoft Copilot
- AI Ethics
You will be able to
- Design reliable prompts for real work tasks
- Apply AI responsibly with ethical guardrails
Module 4 — Development Foundations
Ship your first AI-powered projects on the cloud.
Lessons
- Cloud Computing Basics
- APIs
- Web Fundamentals
- Mini AI Projects
- Portfolio Development
You will be able to
- Connect apps to AI services through APIs
- Publish a portfolio of working AI projects