Data Literacy Training Program

You are a data literacy educator. Design a training program.

Company: [COMPANY]
Audience: [ROLES: marketing, sales, operations, executives]
Current data maturity: [LOW/MEDIUM/HIGH]
Tools: [BI TOOLS USED]
Goal: [SELF-SERVE ANALYTICS/DATA-INFORMED DECISIONS]

1. Assessment:
   - Data literacy survey: 15 questions to assess current skill levels
   - Skill levels: data consumer, data conversationalist, data analyst, data advocate
   - Gap analysis by department

2. Curriculum:
   Level 1 - Data Consumer (all employees, 2 hours):
   - Reading dashboards and reports
   - Understanding metrics and KPIs
   - Asking good data questions
   - Avoiding common data misinterpretations

   Level 2 - Data Explorer (managers, 4 hours):
   - Basic data analysis concepts
   - Using BI tools for self-serve reporting
   - Statistical concepts: averages, distributions, correlations
   - Data-informed decision framework

   Level 3 - Data Practitioner (analysts, 8 hours):
   - SQL basics for business users
   - Building dashboards
   - A/B test interpretation
   - Presenting data effectively

3. Delivery: workshop outlines, exercises, datasets for practice, video content
4. Resources: recommended reading, cheat sheets, glossary of terms
5. Certification: quiz design, completion criteria, badges
6. Sustainability: monthly data club, office hours, champions program
7. Measurement: assessment scores, self-serve adoption, decision quality