Streaming machine learning with Databricks and Github Actions - Universe 2022
Presented by: Avinash Sooriyarachchi
Streaming data processing has moved from niche to mainstream, and deploying machine learning models in such data streams opens up a multitude of possibilities. However, most data teams shy away from this approach because of its complexity. In this talk, through retail industry-specific applications, Avinash will explain how Databricks Delta Live Tables, AutoML, and Github Actions can be used together to make production-grade streaming machine learning simple and feasible.
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