Azure Databricks Machine Learning Exercises

These exercises support Microsoft course DP-090: Implementing a Machine Learning Solution with Microsoft Azure Databricks and the associated Microsoft Learn training content.

Module Lab
Module 1 - Introduction to Azure Databricks Getting Started with Azure Databricks
Module 1 - Introduction to Azure Databricks Working with Data in Azure Databricks
Module 2 - Training and Evaluating Machine Learning Models Preparing Data for Machine Learning
Module 2 - Training and Evaluating Machine Learning Models Training and Validating a Machine Learning Model
Module 3 - Managing Experiments and Models Using MLflow to Track Experiments
Module 3 - Managing Experiments and Models Managing Models
Module 4 - Integrating Azure Databricks and Azure Machine Learning Running experiments in Azure Machine Learning
Module 4 - Integrating Azure Databricks and Azure Machine Learning Deploying Models in Azure Machine Learning
Optional exercise Hyperparameter tuning with Azure Databricks
Optional exercise Distributed deep learning with Azure Databricks