IIProgram
AI Engineering
Building production systems with intelligence inside them.
Admission
Enrol as a Scholar to enter this Program, keep a record of your progress, and pursue the Certificate in AI Engineering (Practitioner tier)..
Enrol in the AcademyNo tuition is configured for this Program. Register your interest and we will write to you when admissions open.
Request information →- 201Course
System Design for AI
How AI-shaped systems are actually built.
6 lessons·PractitionerThe reference architectureModes of failure - 202Course
Evaluation
The one discipline that separates professionals.
6 lessons·PractitionerOffline evalsOnline evals - 203Course
Testing for AI Systems
The regression suite for stochastic software.
5 lessons·PractitionerThe categoriesThe discipline - 204Course
Prompt Versioning
Treating prompts as production artifacts.
4 lessons·PractitionerThe system - 205Course
Observability
Seeing what your AI system is doing.
5 lessons·PractitionerThe stackWorking with traces - 206Course
Cost and Latency
The two constraints that shape design.
5 lessons·PractitionerThe economicsLatency - 207Course
Caching and Prompt Caching
The largest lever most teams skip.
4 lessons·PractitionerThe techniques - 208Course
Memory Systems
State across turns and sessions.
4 lessons·PractitionerThe architecture - 209Course
Vector Databases
The storage layer for retrieval.
7 lessons·PractitionerThe landscapeOperating a vector DB - 210Course
Guardrails and Safety Layers
Keeping systems inside boundaries.
7 lessons·PractitionerThe threatsThe defenses - 211Course
Infrastructure and Scaling
Serving AI at scale.
7 lessons·PractitionerServingDeployment