-The users will have the convenience of utilizing a user-friendly UI interface for feature discovery via notebook extensions. The UI interface will empower users to identify which features belong to specific datasets and feature groups, establishing the process of exploring available features in a particular dataset or feature group. Groups within the organisation have a need to share the pipelines existing within the ecosystem to promote re-use of features if the pipelines already exists. Currently, The work happens in silos which makes discovery impossible and results in teams not able to leverage each other work. Below are a few examples of the interfaces which could help users discover features part of a particular feature group, discover features part of a particular dataset and how transformations are applied in order to get a know how of the source and destination of the data. Here FD refers to use-cases for feature discovery.
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