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Machine Learning In The Cloud With Azure Machine Learning
Welcome And Introduction
Welcome and introduction (4:28)
Course overview (1:58)
Why learn Azure ML? (3:06)
About you (1:54)
[Activity] Introduce yourselves
Downloadable course material (0:36)
Get ready for Azure ML (1:49)
Get Familiar With Azure Machine Learning
Introduction to Azure Machine Learning (0:52)
Introduction to supervised machine learning (6:46)
Introduction to Azure Machine Learning (8:11)
Azure Machine Learning Algorithms (5:30)
Quiz - Get familiar with Azure Machine Learning
Deep Dive Into Azure Machine Learning
Azure ML - deep dive (0:47)
Introduction to Azure ML Studio (6:54)
Deep dive into Azure ML Studio (4:31)
Doctors' appointments dataset (5:13)
Explore doctors' appointments dataset (6:20)
Prepare the dataset (11:13)
Build the Azure ML experiment (6:29)
Run the Azure ML experiment (1:50)
Visualize the results (5:25)
Deploy the webservice (8:34)
Quiz - Deep dive into Azure Machine Learning
Predicting Housing Prices With Azure Machine Learning
Predicting housing prices with Azure ML (0:37)
Review housing pricing dataset (7:19)
Visualize housing pricing dataset (7:33)
Edit column metadata (8:51)
Edit column metadata (7:46)
Edit column metadata (3:22)
Run the experiment (8:31)
Quiz - Predicting hosing prices with Azure Machine Learning
Deploy A Web Application With Azure Machine Learning
Deploy a web application with Azure ML (0:39)
Introduction to Azure cloud (4:58)
Deploy Azure ML web application (12:00)
Review Azure ML web application (1:59)
Test drive Azure ML web application (9:51)
Wrap up (1:40)
Quiz - Deploy a web application with Azure ML
Explore doctors' appointments dataset
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