CONTENUTI:

Module 1: Introduction to Azure Databricks

• Getting Started with Azure Databricks
• Working with Data in Azure Databricks

 

Lab : Getting Started with Azure Databricks

Lab : Working with Data in Azure Databricks

 

Module 2: Training and Evaluating Machine Learning Models

• Preparing Data for Machine Learning
• Training a Machine Learning Model

 

Lab : Training a Machine Learning Model

Lab : Preparing Data for Machine Learning

 

Module 3: Managing Experiments and Models

• Using MLflow to Track Experiments
• Managing Models

 

Lab : Using MLflow to Track Experiments

Lab : Managing Models

 

Module 4: Integrating Azure Databricks and Azure Machine Learning

• Tracking Experiments with Azure Machine Learning
• Deploying Models

 

Lab : Deploying Models in Azure Machine Learning

Lab : Running Experiments in Azure Machine Learning