DP-3014: Build machine learning solutions using Azure Databricks
Note: There is currently no assessment for this course
This one-day, intermediate course is designed for aspiring data scientists and AI engineers who want to train and manage machine learning models with Azure Databricks. Azure Databricks is a fully managed analytics platform, built by Microsoft together with the team behind Apache Spark, that brings big data processing and machine learning together in one place.
Participants learn how to use Azure Databricks to train and deploy machine learning models, drawing on Spark for data preparation and exploration. Hands-on work covers building models, tracking and managing the machine learning lifecycle with MLflow, tuning performance, and taking models into production so they can support data-driven decisions.
Prior experience with Python and familiarity with common machine learning frameworks such as Scikit-Learn, PyTorch or TensorFlow will help you get the most from the day.