MS-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.

Student Testimonials

Instructor did a great job, from experience this subject can be a bit dry to teach but he was able to keep it very engaging and made it much easier to focus. Student
Excellent presentation skills, subject matter knowledge, and command of the environment. Student
Instructor was outstanding. Knowledgeable, presented well, and class timing was perfect. Student

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Before attending this course, you should have experience of using Python to work with data, and some knowledge of machine learning concepts. Before attending this course, complete the following learning path on Microsoft Learn:1613

Detailed Class Syllabus

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