Curriculum
6 Sections
33 Lessons
52 Weeks
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Welcome And Introduction
5
1.1
Welcome and introduction
5 Minutes
1.2
Course overview
2 Minutes
1.3
Why learn Azure ML?
3 Minutes
1.4
Downloadable course material
1 Minute
1.5
Get Ready for Azure ML
2 Minutes
Get Familiar With Azure Machine Learning
4
2.1
Introduction to Azure Machine Learning
1 Minute
2.2
Introduction to supervised machine learning
7 Minutes
2.3
Introduction to Azure Machine Learning
8 Minutes
2.4
Azure Machine Learning Algorithms
5 Minutes
Deep Dive Into Azure Machine Learning
10
3.1
Azure ML – deep dive
1 Minute
3.2
Introduction to Azure ML Studio
7 Minutes
3.3
Deep dive into Azure ML Studio
4 Minutes
3.4
Doctors’ appointments dataset
5 Minutes
3.5
Explore doctors’ appointments dataset
7 Minutes
3.6
Prepare the dataset
11 Minutes
3.7
Build the Azure ML experiment
6 Minutes
3.8
Run the Azure ML experiment
2 Minutes
3.9
Visualize the results
5 Minutes
3.10
Deploy the webservice
9 Minutes
Predicting Housing Prices With Azure Machine Learning
7
4.1
Predicting housing prices with Azure ML
1 Minute
4.2
Review housing pricing dataset
7 Minutes
4.3
Visualize housing pricing dataset
7 Minutes
4.4
Edit column metadata
9 Minutes
4.5
Edit column metadata
8 Minutes
4.6
Edit column metadata
3 Minutes
4.7
Run the experiment
9 Minutes
Deploy A Web Application With Azure Machine Learning
6
5.1
Deploy a web application with Azure ML
1 Minute
5.2
Introduction to Azure cloud
5 Minutes
5.3
Deploy Azure ML web application
12 Minutes
5.4
Review Azure ML web application
2 Minutes
5.5
Test drive Azure ML web application
10 Minutes
5.6
Wrap up
2 Minutes
1
6.1
Thank you!
Machine Learning In The Cloud With Azure Machine Learning
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