Catalogue
TTC-03DataFoundation → Practitioner
Applied Data Science
From messy exports to a monitored model in production. Statistics you can defend in a meeting, feature work that survives drift, and governance documents that keep the model deployable.
The sixteen-week data recipe200 hrs
Curriculum blueprint
Cleaning, joining and the audit trail of every transformation.
What you leave with
- Frame a business question as a testable model brief
- Engineer features and select models with honest validation
- Monitor drift and document lineage for governance review
Tools in the labs
Pythonpandasscikit-learnMLflowPower BISQL
Plug-in units
Governance Data Analytics
Board-ready metrics with definitions that survive scrutiny.
SAP Governance
Where financial data lives and how it is controlled.