Implementing a Machine Learning Solution with Microsoft Azure Databricks
Description
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.
Intended audience
This course is designed for data scientists with experience of Pythion who need to learn how to apply their data science and machine learning skills on Azure Databricks
Topics
Module 1: Introduction to Azure Databricks
Getting Started with Azure Databricks
Working with Data in Azure Databricks
Module 2: Training and Evaluating Machine Learning Models
Preparing Data for Machine Learning
Training a Machine Learning Model
Module 3: Managing Experiments and Models
Using MLflow to Track Experiments
Managing Models
Module 4: Integrating Azure Databricks and Azure Machine Learning
Tracking Experiments with Azure Machine Learning
Deploying Models
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