Semantic-Aware Data Imputation in Dynamic Databases

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In this lecture, explore the innovative approach of Semantic-Aware Imputation using the SENTI algorithm, addressing the issue of missing values that hinder data analytics. Learn about SENTI’s unique dynamic and model-agnostic approach, which is 100× faster and 12% more accurate than traditional methods. Understand relational databases, semantic embeddings, and the utilization of sentence transformers for efficient data handling. Delve into the formal principles defining Dynamic Data...