Learning Path
Beginner
From engineering foundations to a working retrieval prototype and a structured design answer.
For: Beginner. Some programming, little production or AI experience.
About 118 hours of required and recommended study · 29 required, 1 recommended, 14 optional, 6 later
Ready When
- Every required module completed: lessons read and confidence rated 3 or more.
- One case-study worksheet answered end to end, untimed.
- Ready to move on to the Experienced software engineer or Forward Deployed Engineer path.
When to Skip
None. Each module builds on the one before, so work through them in order.
Modules, Track by Track
Work through the tracks in this order. Each module shows its flag on this path and your status.
- Required
- Study this module; the path assumes it.
- Recommended
- Study it if you have time; it strengthens the core.
- Optional
- Fill a gap only if you need it.
- Later
- Part of this path once it is written; it has no lessons yet.
- Skip
- Not part of this path.
T0Orientation
- Flag: Required
- Flag: Required
- Flag: Required
T1Engineering Foundations for AI
- Flag: LaterOn hold
- Flag: RequiredPartly ready
- Flag: LaterComing soon
- Flag: RequiredPartly ready
- Flag: Required
- Flag: LaterComing soon
T2LLM and Retrieval Fundamentals
- Flag: RequiredPartly ready
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: LaterComing soon
T3Agentic Systems
- Flag: Required
- Flag: RequiredPartly ready
- Flag: Required
- T3.4Memory and stateFlag: Required
- Flag: Required
- Flag: Required
- Flag: Required
T4Production AI Systems
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Optional
- Flag: Optional
- Flag: OptionalPartly ready
T5AI Systems Design
- Flag: Required
- Flag: Required
- Flag: Required
- Flag: Required
- T5.5Scenario libraryFlag: Recommended
T6Forward Deployed Engineering
- Flag: Optional
- Flag: Optional
- Flag: Optional
- T6.4Judgement casesFlag: Optional
- Flag: OptionalPartly ready
- Flag: OptionalPartly ready
T7Communication and Behavioural
- Flag: Required
- Flag: Required
Interview Practice and Revision
- Flag: Optional
- Flag: Optional
- Flag: Optional
- Flag: LaterOn hold
- Flag: LaterOn hold
T8Capstone and Portfolio
- T8.1Capstone buildFlag: OptionalPartly ready
- Flag: OptionalPartly ready
Not the right fit? Compare all paths or take the diagnostic.