Video 2 Hours
Skill level all level
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Certificate of Completion
Learn linear regression from scratch and build your own working linear regression program in Python for data analysis.
This course teaches you about one popular technique used in machine learning, data science and statistics: linear regression. We cover the theory from the ground up: derivation of the solution, and applications to real-world problems. We show you how one might code their own linear regression module in Python.
This course does not require any external materials. Everything needed (Python, and some Python libraries) can be obtained for free.
If you are a programmer and you want to enhance your coding abilities by learning about data science, then this course is for you. If you have a technical or mathematical background, and you want to know how to apply your skills as a software engineer or “hacker”, this course may be useful.
PLEASE NOTE: I have since began using a professional musician’s microphone and screen-recording software, so look out for newer courses with much-improved audio and visual quality. Thanks!
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Data Science: Linear Regression in Python
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