eQube®-ADA

eQube®-ADA, Augmented Data Analytics, employs Machine Learning (ML) and Advanced Statistical Techniques for analytics. It identifies patterns, clusters, anomalies, offers textual insights, predictive analysis, forecasting, time series decomposition, and text similarity analysis. It supports automated data discovery and text-based insights, with natural language processing for self-service BI. It utilizes ML libraries like scikit-learn, Dask, stats models, and Spark-ML. eQube-ADA features augmented semantic modeling for automatic creation of semantic models from data. Trained models and datasets are accessible via REST APIs within the eQube®-DaaS Platform. It collaborates with eQube® products to enhance data profiling, quality, harmonization, modeling, manipulation, enrichment, inference, metadata development, and data cataloging.