Introduction to Azure ML and Cloud Computing

An overview of Azure ML and Cloud Computing. Azure Machine Learning Studio is a fully featured graphical data science tool in the cloud. You will learn how to upload, analyze, visualize, manipulate, and clean data using the clean and intuitive interface of Azure ML.

Table of Contents:
0:00 Introduction
5:00 Azure ML
9:12 SAS
12:15 Experiments
14:10 Notebooks
15:06 Create an experiment
15:50 Workspace
16:31 Modules
16:55 Outputs
18:08 Format conversion
21:05 CSV
22:10 Save dataset
23:18 Write data
23:50 Preprocessing
27:36 Preprocessing data
28:20 Categorical values
31:38 Normalized values
33:51 Unique values
34:49 Data mining
36:53 Categorical casting
37:36 Ordinal casting
45:00 Data visualization
49:00 Cleaning missing data
49:53 Regression

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