Chapter 14 resource

Adaptable AI Engineer Study Planner

Choose Path A, B, or C, plan from normal weekly capacity, and record the evidence that changes your next decision.

Primary pathTwelve-week objectiveNormal weekly capacityDeliberately not learning yet

AI / ML Engineer with PyTorch0 of 6 blocks complete

0 of 6

Weeks 1–2
Reproduce the data contract and baseline; repair Python or statistics gaps exposed by the project.
Evidence or adjustment
Weeks 3–4
Implement the PyTorch model and verify shapes, loss, modes, and device behavior.
Evidence or adjustment
Weeks 5–6
Run a controlled experiment and compare it with the baseline.
Evidence or adjustment
Weeks 7–8
Perform error analysis, improve the inference contract, and test a meaningful modification.
Evidence or adjustment
Weeks 9–10
Document the project and review a selected credential scope only if it is relevant.
Evidence or adjustment
Weeks 11–12
Consolidate evidence, run a readiness check, and choose the next milestone.
Evidence or adjustment