Exercises

• Can you use word embedding to extract text features and redo the newsgroup classification project in Chapter 5, Classifying Newsgroup Topics with Support Vector Machines? (note that you might not be able to get better results with word embedding than tf-idf, but it is good practice.)
• Can you find several challenges in Kaggle (www.kaggle.com) and practice what you have learned throughout the entire book?