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Know what to learn, what to build, and what comes next.
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GO BEYOND AI-GENERATED CODE
Learn to build, debug, automate, secure, and operate real AI systems from the inside out.
Phase A
A01
A02
A03
A01
THE LEARNING PROBLEM
Quantil Labs turns concepts into a clear sequence of engineering work.
Know what to learn, what to build, and what comes next.
Apply each concept immediately inside one evolving engineering project.
Use tests, checks, and project outcomes to see whether your implementation behaves correctly.
HOW IT WORKS
Every unit moves from focused context to implementation and understanding checks.
Use focused explanations and sources for the concept.
Apply it immediately inside the course project.
Check that the implementation behaves as intended.
Answer five questions to demonstrate understanding.
Complete every unit to earn the Phase Badge. Finish the final phase to earn the course Certificate of Completion.
IN-COURSE SUPPORT
LEARNING PATHS
6 phases · 64 units
WHAT YOU BUILD
Build an AI copilot that triages requests, retrieves relevant knowledge, and sends uncertain cases for human review.
6 phases · 62 units
WHAT YOU BUILD
Build a system that qualifies leads, connects business tools, and automates workflows with human review where needed.
FIND YOUR PATH
Answer a few scenario-based questions and get a recommendation based on how you prefer to solve technical problems.
TRY IT FREE
Start with 4 real units from AI Engineering Foundations. No account or credit card is required to begin.
Starter path
Start with 4 complete units from AI Engineering Foundations and use the same learning system as the full course. No account or credit card is required to begin.
Environment, terminal, Git, and the first running program
A01
HTTP, FastAPI, Pydantic, dependency boundaries, and API tests
B06
Provider interfaces, structured AI candidates, and hybrid decision policy
C09
Systems evaluation and Automation execution previews
D11
SIMPLE, ONE-TIME PRICING
INDIVIDUAL COURSE
INCLUDED
WHO IT IS FOR
Absolute beginners with no prior programming experience.
Access to AI Engineering Foundations
NOT INCLUDED
Applicable tax is calculated and shown by the payment provider before payment.
SPECIALIST COURSES
WHO IT IS FOR
Developers returning to hands-on programming after a break.
Access to AI Systems Engineer
INCLUDED
NOT INCLUDED
Applicable tax is calculated and shown by the payment provider before payment.
FAQ
No. Foundations starts from the development environment, Python, and Git. Each specialist path states its own starting expectations, and prior AI engineering experience is not required.
Use Find Your Path for a recommendation based on how you approach technical problems, or compare the projects in Systems, Automation, and Security.
You’ll build complete, professional AI systems that solve real business problems. These projects become portfolio pieces you can show employers as concrete proof of your expertise, helping you stand out when applying for high-paying roles in AI engineering.
Yes. Every course includes four complete preview units: the first unit and three selected lessons. Explore the learning paths and try them without an account or credit card.
No. Every current product is a one-time purchase. Applicable tax is shown by the payment provider before payment.
CHOOSE YOUR NEXT STEP
Answer a few scenario-based questions and get a specialization recommendation based on how you approach technical problems.
Local Request Triage
Ask for concept explanations, help debugging your reasoning or work, and guidance through a problem. The Tutor is designed to support learning, not complete assignments or provide finished solutions.
Bring your own supported OpenAI or Anthropic API key. Your model provider bills usage directly to you.
6 phases · 35 units
WHAT YOU BUILD
Find and fix prompt injection, data leaks, and access-control flaws in a realistic AI application.
ALL-ACCESS · BEST VALUE
INCLUDED
WHO IT IS FOR
Learners who want Foundations plus all three specialist courses in one purchase.
Access to the four courses in the current bundle
NOT INCLUDED
Applicable tax is calculated and shown by the payment provider before payment.
Purchase availability is confirmed before checkout. Applicable tax is calculated and shown by the payment provider before payment.
You need a computer that can run the development tools listed by your chosen course. The curriculum uses local tooling, test doubles, and controlled integrations where practical. Review the course prerequisites before starting.