Extending Avalanche with UDF’s to Enable ML Model Management and Other Advanced Analytics Use Cases

User Defined Functions, or UDFs help extend built in functionality for SQL-based data analytics systems used by business analysts, engineers, and scientists. With Avalanche and Vector, these power users can further take advantage of UDF’s by deploying ML models into their database, enabling the models and associated data to be scored directly from within the database. Aside from simplification of process, improvements in performance are also achieved as all logic would be running from within the database. Join this session to hear a discussion and simple examples of model management using an Iris Dataset and Logistic Regression.