SnapLogic Data Science
Bringing self-service to machine learning
SnapLogic Data Science, in combination with the Intelligent Integration Platform, is a self-service platform for end-to-end ML that offers a low-code approach to data acquisition, data exploration and preparation, model training and validation, and model deployment. The solution includes three sets of pre-built pipeline components (Snap Packs):
- ML Data Preparation Snap Pack – Perform preparatory operations on datasets such as data type transformation, data cleanup, automated feature engineering, matching, sampling, shuffling, and scaling.
- ML Core Snap Pack – Perform operations on machine learning data sets such as model training, cross-validation, model-based predictions, and automated machine learning.
- ML Analytics Snap Pack – Perform analytic operations such as data profiling and data type inspection.
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“Our team at Boston University is looking forward to leveraging … the new Machine Learning Snap Pack[s].”
-Carmine A. Granucci, Assistant Director of Integration, Boston University