Sentiment Analysis using Tf-Idf weighting: Python/Scikit-learn
tutorial on sentiment analysis on movie reviews using machine learning techniques. It describes famous tf-idf text features for text classification task.
SVM
shows python based tutorial on text classification of emails into spam and non-spam categories. It uses bag of word features and machine learning models.