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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...