NLP & ML data-driven decision making: Taming the curriculum beast

Joel Hernandez, CTO @ eLumen

Carlos Rodríguez, Data and Analytics Manager @ MentorMate

Recent advances in Natural Language Processing (NLP) and Machine Learning (ML) created unprecedented opportunities for organizations to leverage heterogeneous data scenarios. We can now draw insights from not only structured data but unstructured ones (text) as well.

eLumen partnered with MentorMate to deliver Data Engineering, NLP, and ML tools that harvest and curate course data and learning outcomes in higher education curriculum improvement. Formerly unstructured data tracked by the eLumen Insights platform now has key metadata and graph relations and can be stored in institutional data lakes that drive insights.

Joel and Carlos will share how eLumen Insights leverages graph DBs, data lake, and ML/NLP technologies to drive data curation and insights in heterogeneous unstructured data scenarios.

Where & when?

Data Stack Summit 2023 was held virtually on April 19, 2023.

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