Applicaton example: Photo OCR Problem description and pipeline Photo OCR...

Recommender Systems Problem formulation Content-based recommendations Op...

Large scale machine learning Learining with large datasets Stochastic gr...

Anomaly detection Problem motivation Gaussian distribution Gaussian dist...

Dimensionality Reduction Motivation I: Data compression Reduce data from...

Clustering Unsupervised learing introduction K-means algorithm Input: K ...

Support Vector Machines Optimization objective SVM hypothesis:logistic r...

Maching learing system design Prioritizing what to work on: Spam classif...

Advice for applying machine learning Deciding what to try next Debugging...