linear-regression

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Hello world for Machine learning - Part 5

February 10, 2019

This post explores feature scaling, polynomial features and hypothesis evaluation for linear regression in Scikit-Learn.

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Hello world for Machine learning - Part 4

February 3, 2019

This post implements a linear regression algorithm in Scikit-Learn and Tensorflow.

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Hello world for Machine learning - Part 3

January 27, 2019

This post applies the linear regression theory to a multi-input linear case from scratch in Numpy.

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Hello world for Machine learning - Part 2

January 20, 2019

This post applies the linear regression theory to a single-input case from scratch in Numpy.

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Hello world for Machine learning - Part 1

January 13, 2019

This post introduces the linear regression as the "hello-world" machine learning problem.