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Applied AI Electives

Two-week electives applying the core curriculum to one domain — financial services, healthcare, public sector or energy. Same engineering, different constraints, real regulatory context.

  • 2 weeks
  • Live online
  • Intermediate
  • English
  • Dates announced soon
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Who should take this program?

You'll get the most from this if

  • Completion of LLM Engineering or the agentic track

This is not for

  • Anyone looking for a standalone introduction — electives assume the core

What you will build

  • A domain-specific system built against realistic constraints
  • A constraint map: what regulation, data sensitivity and audit requirements change about the design

What you learn, week by week

Module 1 — Constraints before code

  • Map what regulation and data sensitivity forbid
  • Identify where humans must stay in the loop
  • Choose an architecture that fits the constraint

Module 2 — Build and defend

  • Build against the constraint map
  • Evaluate on criteria the sector actually cares about
  • Defend the design to a domain reviewer

How this program handles evaluation and governance

Every elective starts with what you are not allowed to do. Constraints are treated as design inputs rather than obstacles, which is the mindset that separates systems that reach production in regulated environments from pilots that never leave the lab.

Tools and stack you will use

  • Python
  • The core stack
  • Domain datasets

Fees

Request pricing

Fees depend on cohort, format, and whether this runs for an individual or a team. We'll send the full breakdown.

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Questions people ask

Which domains run?

Financial services and public sector run most often. Healthcare and energy run on demand.

Can my organisation request a domain?

Yes — that is usually an enterprise engagement rather than an open elective.

Ready to build AI that holds up under scrutiny?

Join the waitlist
Join the waitlist