WAIG Foundation
WAIG Academy - Learning Platform

Data Science, Statistics & Analytics

B.Sc, M.Sc Data Science, Business Analytics

Curriculum modules emphasising data lineage, bias analysis, model documentation, and statistical rigour — the data assurance backbone of UAAF Domain A2.

Strengthens data assurance capacity referenced in WAIG agriculture and transport skilling initiatives.

Course introduction

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Infographic

Data Science, Statistics & Analytics infographic

Lessons are locked until you enroll with a verified work email and activate your WAIG Academy - Learning Platform account.

Module 1: Data quality frameworks and lineage documentation

  • Data quality frameworks and lineage documentation45m

Module 2: Fairness metrics and disparate impact analysis

  • Fairness metrics and disparate impact analysis50m

Module 3: Experiment design and A/B testing governance

  • Experiment design and A/B testing governance55m

Module 4: Privacy-preserving analytics and consent management

  • Privacy-preserving analytics and consent management60m

Module 5: Industry datasets with governance annotation exercises

  • Industry datasets with governance annotation exercises45m