Objective: Identify best practices for schema-driven data normalization to ensure that all ingested data conforms to predefined standards.
Questions to Explore:
- What techniques can be used to normalize data according to schema definitions, minimizing errors and ensuring consistency?
- How do we handle discrepancies or variations in data types, formats, or structures during normalization?
- Should we adopt specific strategies for handling schema updates or changes over time?
Objective: Identify best practices for schema-driven data normalization to ensure that all ingested data conforms to predefined standards.
Questions to Explore:
- What techniques can be used to normalize data according to schema definitions, minimizing errors and ensuring consistency?
- How do we handle discrepancies or variations in data types, formats, or structures during normalization?
- Should we adopt specific strategies for handling schema updates or changes over time?