Session04_LinearRegression.ipynb

Session04_PolynomialRegression.ipynb

Sigmoid_Function.ipynb

Session05..Classification01.pdf

Session05.Classification-slide.pdf

Session06.Classification02.pdf

Session06.Workshop2.Advanced_Optimization_Methods.ipynb

Session06.Workshop2.LogisticRegression03_Titanic.ipynb

Session06.Workshop2.LogReg01_iphone_purchase.ipynb

Session06.Workshop2.LogReg02_Synthetic_Example.ipynb

Session06.Workshop2.LogReg04_cancer.ipynb

Session07.Regularization-CrossValidation.pdf

Session07-Overfitting, CV, Bias Variance-slide.pdf

Pattern Recognition And Machine Learning_Springer2006_Bishop.pdf

Session08_Workshop3_CrossValidation.ipynb

Session08_Workshop3_CrossValidation.ipynb

Session08_Workshop3_Regularization_LogisticRegression.ipynb

Session08_Workshop3_Regularization_Regression.ipynb

Session08.Regularization-CrossValidation02.pdf

Session09-Review.pdf