I'm Avi, a Solutions Architect at Databricks working at the intersection of Data Engineering and Machine Learning.
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 at GitHub Universe 2022, through retail industry-specific applications, I explain how Databricks Delta Live Tables, AutoML, and Github Actions can be used together to make production-grade streaming machine learning simple and feasible. Please check it out and let me know what you think!
https://youtu.be/ogk__G33E-A
