adaboost · boosting · ensemble learning · machine learning · matplotlib · NumPy · Python

AdaBoost w/ Python (Tutorial 01)


Website + download source code @ http://www.zaneacademy.com

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data science · machine learning · matplotlib · NumPy · Python · support vector machines

Support Vector Machines w/ Sequential Minimal Optimization (SMO) & Python


Website + download source code @ http://www.zaneacademy.com

Linear Regression · machine learning · matplotlib · NumPy · Python

Linear Regression w/ Python & Normal Equation (Tutorial 01)


Website + download source code @ http://www.zaneacademy.com | Linear Regression w/ Java & Normal Equation (Tutorial 01) @ https://youtu.be/czCmdvHT1sg

logistic regression · machine learning · matplotlib · NumPy · Python · stochastic gradient descent

Logistic Regression w/ Python & Stochastic Gradient Descent (Tutorial 02)


Website + download source code @ http://www.zaneacademy.com | Logistic Regression w/ Java & Gradient Descent @ https://youtu.be/vIaz2znN0z4 | Logistic Regression w/ Python & Gradient Descent @ https://youtu.be/VD05MCcJu60 | Logistic Regression w/ Java & Stochastic Gradient Descent @ https://youtu.be/B9vdHwdvcCs

gradient descent · logistic regression · machine learning · matplotlib · NumPy · Python

Logistic Regression w/ Python & Gradient Descent (Tutorial 01)


Website + download source code @ http://www.zaneacademy.com | Logistic Regression w/ Java & Gradient Descent (Tutorial 01) @ https://youtu.be/vIaz2znN0z4 | Logistic Regression (Tutorial 02) – w/ Java & Stochastic Gradient Descent @ https://youtu.be/B9vdHwdvcCs