iTuring ODA old
iTuring ODA: AI Powered Open Data Accelerator (Feature Store)
Ideate, Share, Discover Features
Open Data Accelerator for curating data pipelines
Financial services struggle to bring data from various sources, stich them together and use this data in the most beneficial way. Over 80% of the time in DSML lifecycle is spent on data preparation. Identifying, connecting multiple data sources and creating data pipelines, creating new features and curating data pipelines is a long process. Constructing new meaningful features are required to capture the essence of deep hidden behavior of the customer and select the right data lineage, which will ultimately optimize the inputs for a good model. Moreover, this does not remain a one-time activity as the created pipeline may not be reusable as it is, throwing up a big challenge, given the time and resources used, in creation and duplication of these features.
ML Data Pipeline for every business
With CyborgIntell iTuring’s ODA, connecting to multiple data sources becomes effortless with out-of-the-box connectors. Leverage 1000’s of pre-computed features to bolster your model accuracy and curate data pipelines for machine learning for your specific use case using drag and drop functions. Design your analytical solutions, select right modelling population and data lineage, allowing AI to create Mathematical, Statistical, Text Analytics, Pattern, Interaction and Value features. Reuse the pipeline for any use case in the domain and enable efficient re-training of models by only using the relevant feature pipeline. Users can compute feature pipelines instantly in real time, while eliminating duplicated efforts.