Sorenson Communications is a leading provider of captioning and interpretation services for the hard-of-hearing and deaf, with the mission to make communication accessible and clear regardless of signed or spoken language. Automated, real-time translation of all kinds depends heavily on natural language processing and the data used to train it.

Learn how Fivetran’s automated data movement platform allows you to quickly set up a relational database connector to the Databricks Lakehouse to move a wine quality dataset over to the lakehouse and ensure that it’s ML-ready. Then you’ll see how to use Databricks and AutoML to run classification experiments on the dataset to generate models for wine quality predictions based on a variety of parameters, including citric acid, ph, residual sugar, and sulphates. An extra bonus is that you don’t have to be a data engineer, ML engineer, or a wine expert to deliver quick value with this tech stack and approach.