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Codecademy

Simple Linear Regression

via Codecademy

Overview

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This course is an introduction to linear regression with a single predictor variable and how to implement it using Python. Simple linear regression is the foundation for a lot of statistics and machine learning, so this course serves as an introduction to the topic as well. Python is used by professionals in the Data Analysis and Data Science fields as part of their daily work.

Syllabus

  • Simple Linear Regression: Learn how to use the most common predictive algorithm!
    • Lesson: Introduction to Linear Regression
    • Article: Linear Regression with a Categorical Predictor
    • Quiz: Simple Linear Regression
    • Project: Linear Regression at Codecademy
    • Article: Next Steps

Taught by

Zoe Bachman

Reviews

4.6 rating at Codecademy based on 32 ratings

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