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Introduction to Azure Machine Learning

OverviewStepsAuthor
DifficultyIntermediate
Duration3h 16m
Students253

Description

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.

Both of these courses include hands-on demos you can do yourself. Then you can test what you’ve learned by doing the lab and taking the exam.

Learning Objectives

  • 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

Prerequisites

  • Python experience
  • Microsoft Azure account (recommended)

Intended Audience

  • Anyone interested in machine learning

This Learning Path Includes

  • 2 video courses
  • 1 lab
  • 1 exam

Feedback

If you have thoughts or suggestions for this learning path, please contact Cloud Academy at support@cloudacademy.com.

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Learning Path Steps

1 courses

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...

2 labs

Predict income levels using census data and compare the performance of two trained models in this Azure Machine Learning Studio Lab.

3 courses

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...

4 exam-filled

Exam: Introduction to Azure Machine Learning

About the Author

Students12055
Courses35
Learning paths17

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).