Exercises in data mining course at ETHz (Fall 2015) Implemented several machine learning algorithms in the framework of Hadoop MapReduce to deal with real-world large scale dataset.
detecting video samples using Locality Sensitive Hashing;
classifying images using online SVM;
extract representative elements of image by Kmeans with coresets;
learning recommender systems using enhanced UCB.