CAM Seminar: Databricks Demo

CATEGORIES: Department, Math, Seminar
October 12, 2022, 12:00-1:00pm | Carver Hall Room 202

Speaker:Dr. Feifei Wang is currently a senior data scientist at the machine learning (ML)practice team at Databricks. She received her Ph.D co-major in Applied Mathematics and Computer Science from Iowa State University in 2017

ABSTRACT: Dr. FeifeiWang will be doing a live demo for solving an image classification problem (cats vs dogs) using transfer learning tensor flow package together with MLflow for logging and model registry on Databricks.Databricks is an industry-leading, cloud-based data analytics/science/engineering platform used for processing and transforming massive quantities of data and exploring the data through machine learning models. It is founded by the creators of Apache Spark.They are also the creators of MLflow (an open-source platform for managing the end-to-end machine learning lifecycle)