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 course, students will learn how to use Azure Databricks to explore, prepare, and model data; and integrate Databricks machine learning processes with Azure Machine Learning.
After completion of this course, you will be able to:
- 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.
COURSE OUTLINE
1 – Introduction to Azure Databricks
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Getting Started with Azure Databricks
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Working with Data in Azure Databricks
2 – Training and Evaluating Machine Learning Models
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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
Actual course outline may vary depending on offering center. Contact your sales representative for more information.
Upcoming DP-090T00: Implementing a Machine Learning Solution with Microsoft Azure Databrick Classes
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