Learning curriculum for researchers

Role-based learning tracks and practice-focused journeys that upskill researchers and research teams in experimental, data, and management skills.

Journey

Learning Path: Research Data Scientist

A practical, role-based learning path that builds research-focused data-science skills: reproducible computing, experimental statistics, ML for experimental data, lab data engineering, and communication skills. Includes module goals, suggested duration, milestones, assessments, and project-based artifacts for demonstrating competence in discovery-focused, reproducible research.

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Journey

Training & onboarding learning path for research staff

A practical, role-based learning path that accelerates ramp-up for investigators, lab technicians, data scientists, and managers while ensuring competency, safety, and reproducibility. Includes baseline onboarding, role modules, observable competency checks, and continuous learning practices.

Journey
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