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Efficient Graph Storage for Entity Resolution Using Clique-Based Compression
In the world of entity resolution (ER), one of the central challenges is managing and maintaining the complex relationships between records. At its core, Tilores models entities as graphs: each node represents a record, and edges represent rule-based matches between...
Parquet File Format – Everything You Need to Know!
With the amount of Data growing exponentially in the last few years, one of the biggest challenges has become finding the most optimal way to store various data flavors. Unlike in the (not so far) past, when relational databases were considered the only way to go,...
A Data Scientist’s Guide to Data Streaming
This guide introduces data streaming from a data science perspective. We’ll explain what it is, why it matters, and how to use tools like Apache Kafka, Apache Flink, and PyFlink to build real-time pipelines. This guide introduces data streaming from a data science...