Model A
Institution-owned lab
We set up your lab, supply kits & books, train your teachers — you operate day-to-day.
- ● Data lab
- ● Dataset governance
Model B — Popular
Fully managed by RSIL
Labs, books, kits and teachers off-the-shelf. Your institution focuses on core academics — we run STEM end-to-end.
- ● RSIL analytics coaches
- ● Institution KPI dashboards for management
School pathway
K–12 · Easy to learn · Strong pedagogy
Classes 4–12
Academic pedagogy
Statistical thinking through school-life datasets (sports, weather, surveys).
Ease of learning: Stories with numbers first; tools second. Spreadsheets feel friendly, not frightening.
Syllabus snapshot
- → Collect & clean
- → Visualise
- → Ask better questions
- → Mini research fair
Learning outcomes
- ● Choose the right chart
- ● Spot misleading visuals
- ● Present a data story
Course books
- Data Detectives
- Chart Sense Workbook
Student kits by level
- ● Classroom survey & dashboard pack
Assessment: Data stories and peer critique.
College · University · Professional
Technical depth with professional pedagogy
Analytics engineering lite, BI tools, experimentation and decision science.
Professional pedagogy
Case method + lab: messy data to executive brief.
Syllabus / module map
- → SQL/pandas labs
- → BI dashboards
- → A/B testing lite
- → Ethics of metrics
Technical learning outcomes
- ● Build a decision dashboard
- ● Recommend action from evidence
Course books & manuals
- Campus Analytics Lab Manual
Lab / professional kits
- ● BI sandbox seats
Assessment: Dashboards, executive memos and oral defence.
Aligned to global trends
Data literacy for allDecision intelligenceAI + analytics fusion
Introduce Data Literacy & Analytics at your institution
Choose curriculum and kits, or let RSIL manage delivery for you. Both options include the learning platform, simulators and assessment support.