Tutorials

Welcome to the tutorial page. Here you will find some of my more in-depth writings and projects.

• Dynamic Time Warping for Sequence Classification - A tutorial on DTW applied to a word recognition problem using MFCC features. I illustrate the use of DTW distances for both nearest-neighbour classification as well as in an SVM kernel.

• CatBoost tutorial - This is a basic intro to the CatBoost gradient boosting library along with how to do grid search and ensembles.

• Mel Frequency Cepstral Coefficient (MFCC) tutorial - I wrote this guide a while back, but it seems to be very popular so I'll put a link to it here.

• more coming soon