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README.md

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__Instructor__: Andrew Ng.
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## Week 1
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### Quizzes
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- [Introduction](week1/introduction.pdf)
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- [Linear Regression With One Variable](week1/linear-regression-one-variable.pdf)
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- [Linear Algebra](week1/linear-agebra.pdf)
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## Week 2
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### Quizzes
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- [Linear Regression With Multiple Variables](week2/linear-regression-multiple-variables.pdf)
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- [Octave/Matlab Tutorial](week2/octave-matlab-tutoria.pdf)
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### Programming Exercises
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- [Questions and Explanation](week2/ex1.pdf)
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- [Exercise 1](week2/ex1)
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- [Warm Up Exercise](week2/ex1/warmUpExercise.m)
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- [Compute Cost for One Variable](week2/ex1/computeCost.m)
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- [Compute Cost For Multiple Variables](week2/ex1/computeCostMulti.m)
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- [Gradient Descent For One Variable](week2/ex1/gradientDescent.m)
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- [Gradient Descent For Multiple Variables](week2/ex1/gradientDescentMulti.m)
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## Week 3
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### Quizzes
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- [Logistic Regression](week3/logistic-regression-quiz.md)
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- [Regularization](week3/regularization-quiz.md)
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### Programming Exercises
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- [Questions](week3/ex2.pdf)
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- [Exercise 2](week3/ex2)
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- [Sigmoid Function](week3/ex2/sigmoid.m)
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- [Logistic Regression Cost](week3/ex2/costFunction.m)
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- [Logistic Regression Gradient](week3/ex2/costFunction.m)
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- [Regularized Logistic Regression Cost](week3/ex2/costFunctionReg.m)
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- [Regularized Logistic Regression Gradient](week3/ex2/costFunctionReg.m)
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- [Predict](week3/ex2/predict.m)
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## Week 4
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### Quizzes
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### Programming Exercises

week1/introduction.pdf

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week1/linear-agebra.pdf

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week2/ex1.pdf

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week2/octave-matlab-tutoria.pdf

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week3/ex2.pdf

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