Part 8/13:
To address data scarcity and privacy concerns, synthetic data generation is gaining prominence. AI models create realistic, anonymized datasets for testing, ML training, and validation, especially in sensitive sectors like finance and healthcare, where real data is restricted.
9. Enhancing Data Accessibility with Text-to-SQL
Transforming natural language queries into executable SQL commands dramatically improves data accessibility. Business users can ask questions in plain English—such as "Show top 5 products by sales last week"—and receive accurate, governed data responses, streamlining decision-making.