What is a Data Scientists Alliance?

🔸 What is a Data Scientists Alliance?

A Data Scientists Alliance (DSA) is a peer-to-peer mentorship agreement that provides the foundation for a Knowledge Jam. It’s built on mutual respect, shared intent, and structured accountability.

📝 Template Sections (summarized from PDF):

  1. Purpose and Intent
    • Why are we collaborating?
    • What do we hope to gain or grow in?
  2. Commitments and Roles
    • Show up
    • Listen
    • Share
    • Challenge constructively
    • Take responsibility
  3. Structure and Frequency
    • How often do we meet? (Weekly, Biweekly?)
    • Format: Video, in-person, async?
  4. Communication Style
    • Tone (informal/focused)
    • Feedback preferences
    • Handling misunderstandings
  1. Confidentiality
    • Agreement on what stays private
    • Exceptions (risk/harm/legal)
  2. Accountability
    • How we track follow-through
    • What happens if one disengages
  3. Review and Adjust
    • Schedule for checking in on the alliance health
  4. Signatures
    • Names, dates (digital or physical signature optional)