data governance

High-Quality, Accurate Data: The Key to Successful Machine Learning Models

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tl;dr: High-quality, accurate data is the foundation of successful machine learning (ML) models. Ensuring data quality through robust data governance, bias mitigation, and continuous monitoring is essential for building ML models that generate trustworthy insights and drive business value. Google Cloud tools like Cloud Data Fusion and Cloud Data Catalog can help streamline data management … Read more

Data Governance: A Key Component for Successful Data Management

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TL;DR: Data governance ensures data management aligns with business goals, regulations, and security, crucial for digital transformation. Key Points: Understanding Your Data: Data discovery and assessment for understanding data assets. Google Cloud tools like Data Catalog aid in data understanding and governance. Ensuring Data Quality and Security: Documenting data quality expectations and implementing security measures. … Read more