Intro to Azure ML Studio - Regression by Ryan Swanstrom

Intro to Azure ML Studio - Regression

This course will serve as an excellent introduction to creating a linear regression model with Azure Machine Learning Studio. This is a great place to start if you are new to Azure ML Studio. Plus, it serves as a starting point to prepare for the new Microsoft Data Scientist Associate Certification (DP-100).

What is in this course?

Video Icon 20 videos File Icon 2 files

Contents

Introduction
Welcome
1 min
Objectives
2 mins
House Prices & Linear Regression
5 mins
Course Materials
Overview of Course Materials
1 min
king_county_housing_data.csv
2.4 MB
Intro-to-Azure-ML-Studio-Regression.pdf
662 KB
Azure ML Studio Overview
Azure ML Studio Overview
5 mins
Getting Started with Regression
Add Data
5 mins
Summarize Data
6 mins
Summarize Data: Quiz
Linear Correlation
5 mins
Linear Correlation: Quiz
Rename The Experiment
1 min
Select Columns
4 mins
Build Linear Regression Model
7 mins
Build a Linear Regression Model: Quiz
Split Data
5 mins
Split Data: Quiz
Evaluate The Model
4 mins
Evaluate The Model: Quiz
Understanding the Score Module
3 mins
Bonus Material - Advancing with Regression
Compare Linear and NN Regression
5 mins
Add More Features
3 mins
Filter-Based Feature Selection
5 mins
Azure ML Studio - Delete Things
Delete a Dataset
2 mins
Delete a Module in an Experiment
1 min
Delete an Experiment
1 min