Design a machine learning solution

Beginner
Data Scientist
Azure AI services
Azure Databricks
Azure DevOps
Azure Machine Learning
Azure Synapse Analytics
GitHub

There are many options on Azure to train and consume machine learning models. Which service best fits your scenario can depend on a myriad of factors. Learn how to identify important requirements and when to use which service when you want to use machine learning models.

Prerequisites

None

Modules in this learning path

Learn how to design a data ingestion solution for training data used in machine learning projects.

Learn how to design a model training solution for machine learning projects.

Learn how to design a model deployment solution and how the requirements of the deployed model can affect the way you train a model.

Learn about machine learning operations or MLOps to bring a model from development to production. Identify options for monitoring and retraining when preparing a model for production.