There are some very important differences between a Kaggle competition and real-life project which beginner Data Scientists should know about. Kaggle creates a fantastic competition spirit.

We will use Document-Term Matrix that is the result of Vocabulary-based vectorization for training the model for Twitter sentiment analysis