This learning path will introduce you to the primary machine learning tools on Azure. Even if you don't have any previous experience with machine learning, that's okay, because the first course starts with an introduction to the basic concepts.
Machine learning is a notoriously complex subject, which usually requires a great deal of advanced math and software development skills. That’s why it’s so amazing that Azure Machine Learning Studio lets you train and deploy machine learning models without any coding, using a drag-and-drop interface. After taking the first course and the lab in this learning path, you will be able to create your own machine learning models using Azure Machine Learning Studio.
The second course will show you how to use Azure Machine Learning Workbench, a front-end for a variety of tools and services. Workbench is integrated with two Azure Machine Learning services: the Experimentation service and the Model Management service. Workbench allows you to use almost any Python-based machine learning framework to train your models.
- Prepare data for use by an Azure Machine Learning Studio experiment
- Train a machine learning model in Azure Machine Learning Studio
- Deploy a model trained in Azure Machine Learning Studio to make predictions
- Prepare data for use by an Azure Machine Learning Workbench experiment
- Train a machine learning model in Azure Machine Learning Workbench
- Deploy a model trained in Azure Machine Learning Workbench to make predictions
- Python experience
- Microsoft Azure account (recommended)
- Anyone interested in machine learning
This Learning Path Includes
- 2 video courses
- 1 lab
- 1 exam
Learning Path Steps
Course Description Machine learning is a notoriously complex subject, which usually requires a great deal of advanced math and software development skills. That’s why it’s so amazing that Azure Machine Learning Studio lets you train and deploy machine lear...
Predict income levels using census data and compare the performance of two trained models in this Azure Machine Learning Studio Lab.
Course Description Azure Machine Learning Workbench is a front-end for a variety of tools and services, including the Azure Machine Learning Experimentation and Model Management services. Workbench is a relatively open toolkit. First, you can use almost a...
Exam: Introduction to Azure Machine Learning
About the Author
Guy launched his first training website in 1995 and he's been helping people learn IT technologies ever since. He has been a sysadmin, instructor, sales engineer, IT manager, and entrepreneur. In his most recent venture, he founded and led a cloud-based training infrastructure company that provided virtual labs for some of the largest software vendors in the world. Guy’s passion is making complex technology easy to understand. His activities outside of work have included riding an elephant and skydiving (although not at the same time).