LEARNING PATHS

Structured Paths to Expert-Level Skills

Role-specific, segment-tailored journeys for enterprise teams, government practitioners, academic institutions, and individual professionals.

Certification tracks for data, AI, and platform teams inside enterprise organisations.

Rubiscape Certified Data Engineer

Data Engineer Path

12 weeksIntermediate

1Data Ingestion Fundamentals
2Visual ETL with RubiFlow
3Streaming Pipelines
4Data Quality & Governance
5Lineage & Observability
6Capstone: Production Pipeline

Rubiscape Certified Data Scientist

Data Scientist Path

16 weeksAdvanced

1ML Fundamentals with RubiStudio
2AutoML & Feature Engineering
3Experiment Tracking & MLOps
4Model Registry & Deployment
5LLM & Agentic AI with RubiAI
6Capstone: End-to-End ML System

Rubiscape Certified Analyst

Business Analyst Path

8 weeksBeginner-friendly

1Introduction to Decision Intelligence
2Self-Service BI with RubiSight
3Natural Language Queries
4Dashboard Design & Storytelling
5AI-Generated Insights
6Capstone: Executive Dashboard

Rubiversity Certifications

Ready to Certify Your Expertise?

Rubiscape certifications are industry-recognised credentials that validate your ability to design, build, and deploy decision intelligence systems at scale.