Pathway 2026.116 weeks

Data Science & AI

Turn messy data into responsible analysis, useful models, and honest decisions.

Data analystJunior data scientistAI research assistant

Credential requirements

5 required competencies

8 mandatory labs

2 milestones + portfolio capstone

80% final exam minimum

AI-guided capstone defence

Plus 11 optional labs for extra practice. These are not required for your credential.

Competency sequence

Ask answerable questions and inspect data quality.

Filter learning eventsRequiredsql

Count events by categoryRequiredsql

Extra practice · 6 optional labs

Explore these when useful for your projects. They do not block pathway completion.

Spreadsheet: weekly sales line totalsOptionalspreadsheet

Spreadsheet: department budget remainingOptionalspreadsheet

PowerPoint: one-page briefing deckOptionalpptx

PowerPoint: stakeholder pitchOptionalpptx

Word: operations memoOptionaldocx

Word: one-page SOPOptionaldocx