DP-090T00 Implementing a Machine Learning Solution with Microsoft Azure Databricks
Azure Databricks is a cloud-scale platform for data analytics and machine learning. In this one-day course, you’ll learn how to use Azure Databricks to explore, prepare, and model data; and integrate Databricks machine learning processes with Azure Machine Learning.
Provision an Azure Databricks workspace and cluster
Use Azure Databricks to train a machine learning model
Use MLflow to track experiments and manage machine learning models
Integrate Azure Databricks with Azure Machine Learning
1 – Introduction to Azure Databricks
- Getting Started with Azure Databricks
- Working with Data in Azure Databricks
2 – Training and Evaluating Machine Learning Models
- Preparing Data for Machine Learning
- Training a Machine Learning Model
3 – Managing Experiments and Models
- Using MLflow to Track Experiments
- Managing Models
4 – Integrating Azure Databricks and Azure Machine Learning
- Tracking Experiments with Azure Machine Learning
- Deploying Models
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