Data Science: Linear Regression in Python

Learn linear regression from scratch & build your own working linear regression program in Python for information analysis.

This work teaches you about popular process used in machine learning, information science & statistics: linear regression. They cover the theory from the ground up: derivation of the solution, & applications to real-world issues. They show you how might code their own linear regression module in Python.

This work does not need any outside materials. Everything needed (Python, & some Python libraries) can be obtained at no cost.

In case you are a programmer & you need to enhance your coding abilities by learning about information science, then this work is for you. In case you have a technical or mathematical background, & you need to know how to apply your skills as a program engineer or "hacker", this work may be useful.

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