Perfected Process
Structured Process Optimized For Speed, Agility, Investment Optimization and Measured Success.
STEP 1: DISCOVER
Invest Time Up Front to Understand the Decision-Making Process.
- Ask questions and listen to the decision makers.
- Understand the business objectives then the drivers.
STEP 2: PLAN
Create a Robust Project Plan and Understand Success.
- Business Objectives
- Business Problems
- Data Sources
- Audiences
- Timeline
- Success Criteria
STEP 3: ASSESS
Start New Initiatives When the Time is Right.
Look at raw data. Understand the current landscape, and begin to identify relationships and assumptions.
Identify new ideas, and document in the Analytics Plan for the next phase.
STEP 4: MODEL
Apply the Models and Data Science Applications
- Data collection / ETL
- Model training
- Model testing
- Audiences
STEP 5. IMPLEMENT
Empower Decision Makers to Understand the Data Science and Incorporate the Results Into Their Process.
- Translate model output into meaningful insights to help a decision maker.
- Automate workflows and information sharing.
