Deep Learning and Machine Learning are no longer a novelty. Many applications are utilizing the power of these technologies for cheap predictions, object detection and various other purposes. In this article, we cover the Linear Regression. You will learn how Linear Regression functions, what is Multiple Linear Regression, implement both algorithms from scratch and with ML.NET. Linear Regression is a well-known algorithm and it is the basics of this vast field. In a way, it is the root of it all.

This article covers:

1. Prerequisites and Dataset
2. Simple Linear Regression Theory
3. Simple Linear Regression C## Implementation
4. Multiple Linear Regression Theory
5. Multiple Linear Regression C## Implementation
6. ML.NET Linear Regression Algorithms
7. ML.NET Implementation

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