Data Science - Regression and Clustering Models

Learn how to create regression models, data classification models, and cluster models in Azure ML, R and Python.

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Learning Outcomes

In this free course, you will learn how to:

Discuss the process of regression modelling and how to improve the model
Identify how to refine a regression model with R
Identify how to refine a regression model with Python
Discuss the process of classification modelling and how to improve the model
Recognise the metrics for evaluating a classification models performance
Outline how to create a support vector machine model and a decision forest model
Discuss the process of creating unsupervised learning models
Recognise how to create hierarchical and k-means clustering models in R
Recognise how to create hierarchical and k-means clustering models in Python

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