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Codecademy

Multiple Linear Regression

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Overview

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This course builds on simple linear regression by working with multiple predictor variables rather than just one. Multiple linear regression is a powerful tool for data scientists looking to analyze how multiple factors are related to an outcome. Python is used by professionals in the Data Analysis and Data Science fields as part of their daily work.

Syllabus

  • Multiple Linear Regression: Leverage the power of multiple variables to build predictive algorithms!
    • Lesson: Multiple Linear Regression
    • Article: Matrix Representation of Linear Regression
    • Lesson: Interactions and Polynomial Terms
    • Article: Log Transformations (And More)
    • Quiz: Multiple Linear Regression
    • Project: Algerian Forest Fires
    • Article: Next Steps

Taught by

Jace van Auken

Reviews

4.7 rating at Codecademy based on 14 ratings

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