AI/ML-ETL Development Company
AI/ML -ETL Development Services
Data RIVET (Rapid Ingestion, Validation, Exploration, and Transformation)
Real-life data is messy and noisy. Data scientists spend significant time in cleaning and transforming data to make it ready for further analysis or modeling. Data RIVET (Rapid Ingestion, Validation, Exploration, and Transformation) is Rentech Digital’s homegrown framework built to expedite the standard iterative data-science workflow and get your data in great shape for further analytics or machine learning processing.
Cleanses, sanitizes data, and handles missing values and outliers
Offers plenty of visualization options to understand distributions, correlations, and other critical stats for mitigating the noise and isolating the subset of significant variables
Drop columns, create and scale derived variables, and, finally, encode categorical labels