Machine Learning - Stanford - Coursera
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  • 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
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Linear Algebra Review

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Last updated 5 years ago

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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