Tag

data analytics

Linking It All Together: The Power of Graph Databases and Knowledge Graphs

Aaron Wise

Graph databases shine when data relationships are as vital as the data, enabling efficient modeling of complex, interconnected systems.

Lakehouse vs. The World: When It Works, When It Fails, and What to Use Instead

Aaron Wise

Lakehouse architecture works best for big data analytics and ML but fails for low-latency OLTP and simple reporting.

Data Debt: The Technical Interest Rate You Can't Ignore

Aaron Wise

Data debt grows like compound interest, making future data work slower, costlier, and riskier if ignored.

Paving the Data Highway: A Comprehensive Roadmap to Operationalizing ML, AI, and Analytics in Production

Aaron Wise

Operationalizing ML and analytics requires a phased approach with dedicated hires, governance, and budgeting for each stage of platform development.