DP090T00: Implementing a Machine Learning Solution with Microsoft Azure Databricks

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, you will learn how to use Azure Databricks to explore, prepare, and model data; integrate Databricks machine learning processes with Azure Machine Learning.

Duration: 1 Day

Prerequisites

• Experience using Python to work with data
• Some knowledge of machine learning concepts
• Create machine learning models learning path

Audience

• Data Scientists with experience of Pythion who need to learn how to apply their data science and machine learning skills on Azure Databricks

Learning Objectives

• 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

Topics

• Introduction to Azure Databricks
• Training and Evaluating Machine Learning Models
• Managing Experiments and Models
• Integrating Azure Databricks and Azure Machine Learning