Machine Learning - Stanford - Coursera
main
main
  • Acknowledgements
  • Introduction
  • Linear Algebra Review
  • Types of Machine Learning
  • Supervised Learning
    • Linear Regression
      • Linear Regression in One Variable
        • Cost Function
        • Gradient Descent
      • Multivariate Linear Regression
        • Cost Function
        • Gradient Descent
        • Feature Scaling
        • Mean Normalization
        • Choosing the Learning Rate α
    • Polynomial Regression
      • Normal Equation
      • Gradient Descent vs. Normal Equation
Powered by GitBook
On this page

Was this helpful?

Linear Algebra Review

Machine Learning makes use of Linear Algebra. It is important to review the basics of Linear Algebra before proceeding any further.

A review of Linear Algebra (provided on Coursera) can be found here.

PreviousIntroductionNextTypes of Machine Learning

Last updated 4 years ago

Was this helpful?