Upcoming · CAQA AI AcademyLevel 2

AI for Data Analytics and Business Intelligence

Enable staff to use AI to frame analytical questions, prepare and check data, explore it with spreadsheets, SQL and Python, build honest visualisations, forecasts and dashboards, and validate and communicate insights that decision makers can trust.

Upcoming course. LMS delivery and enrolment are not open. Release dates will be confirmed.

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Planned learning outcomes

  1. Frame a business problem as precise analytical questions with defined measures and data sources
  2. Assess data quality and protect privacy before any data is shared with an AI tool
  3. Use AI to support exploratory analysis, SQL queries, spreadsheet formulas and Python, and verify every result
  4. Design honest visualisations, simple forecasts with uncertainty, and management dashboards
  5. Validate analysis for accuracy and reproducibility, and communicate insights with their limitations
  6. Create a business dashboard design and an evidence-based analytical report