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

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data science · JAVA · JavaFX · machine learning · support vector machines · svm

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


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

data science · machine learning · Naive Bayes · NumPy · Python · sentiment classification

Naive Bayes w/ Python (Tutorial 01) Sentiment Classification + Laplace Smoothing + Handle Underflow


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