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Learning path

Data & AI for Impact

Programme, MEL and tech leads · 43h estimated

Move from spreadsheets to reliable data pipelines and responsible AI copilots.

Starting diagnostic
Data maturity self-assessment

Ordered courses

0/3 complete
  1. 1. Data Systems & Responsible AI for Impact
    One Purpos Studio · 25h · Assessed skill badge
  2. 2. MEL Fundamentals for Impact Programmes
    ImpactLens Research · 18h · Completion certificate
  3. 3. Safeguarding, Consent & Research Ethics
    SafeSpaces Trust · 8h · Completion certificate
Milestone 1
Data stack ready
Milestone 2
Copilot deployed
Milestone 3
Ethics grounded
Purpos AI · Grounded in verified ecosystem data
Question
Why this path and this order?
Answer
Path Data & AI for Impact reflects the typical capabilities required for the role. The order minimises rework and unlocks compounding skills.
Matched
  • Audience match
  • Sensible dependencies
  • Achievable in 6–10 weeks part-time
Partial
  • Language preference
Missing / uncertain
  • Confirmed learner start date
Records used: Role profile, Course prerequisites, Peer-completion patterns
AI assistance · Human decision required
Updated 12 Jul 2026