Tutorials

Intro to Machine Learning

Intro to Machine Learning

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Linear Regression

Linear Regression

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Cost Function

Cost Function

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Intro to Gradient Descent

Intro to Gradient Descent

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Gradient Descent With Linear Regression

Gradient Descent With Linear Regression

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Multiple Linear Regression

Multiple Linear Regression

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Gradient Descent in Practice

Gradient Descent in Practice

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Checking Gradient Descent for Convergence

Checking Gradient Descent for Convergence

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Intro to Classification with Logistic Regression

Intro to Classification with Logistic Regression

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Decision Boundary

Decision Boundary

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Cost Function for Logistic Regression

Cost Function for Logistic Regression

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Overfitting

Overfitting

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Cost Function with Regularization

Cost Function with Regularization

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Regularized Linear Regression

Regularized Linear Regression

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Regularized Logistic Regression

Regularized Logistic Regression

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