Linear regression an important and widely-used regression technique in machine learning. Watch as we use the United Nations social indicators dataset to fit a linear regression model. Then we'll work with Azure Machine Learning to explore the dataset and train, test, and deploy this model. During this session, we will be using Jupyter Notebooks in VS Code with Python.
Presenter: Meaghan Lewis
Additional Resources:
Linear Regression documentation tutorial: https://docs.microsoft.com/en-us/azure/machine-learning/studio-module-reference/linear-regression
Introduction to Azure Machine Learning: https://channel9.msdn.com/Series/Operationalizing-Solutions-with-Azure-Data-Factory/Operationalizing-Solutions-with-Azure-Data-Factory-Session-4-ML-Overview
Creating a linear model in Azure ML: https://channel9.msdn.com/Series/Operationalizing-Solutions-with-Azure-Data-Factory/Operationalizing-Solutions-with-Azure-Data-Factory-Session-5-Azure-ML-Model-Building
Predict values with linear regression: https://www.youtube.com/watch?v=FWmdMkvWqAU
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Predict Values with Regression Using Azure Machine Learning | NatokHD