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Machine Learning

DataGroomr recognized an unmet need and built a modern Salesforce duplication management solution based on machine learning and an intuitive visual interface. No other deduplication app for Salesforce uses machine learning!  

Most experts agree that machine learning is the most efficient approach to clearing your Salesforce of duplicates. Deduplication using a machine learning approach is based on powerful algorithms and models tuned to learning the patterns and relationships within the data to detect duplicates. Unlike rule-based methods that use predefined values, machine learning approaches look through huge datasets to find similarity and variations of data points. Trained on labeled datasets identifying duplicates directly, these models can distinguish distinguishable differences like typos, abbreviations, or context differences that might elude rule-based systems. Natural language processing (NLP), clustering algorithms to keep similar records, and deep learning models for complex data types are a few common techniques. 

Learn about the science behind machine learning algorithms and how the power of machine learning in DataGroomr increases the health of your data.

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