MSRA Kaggle competition notebook for: Movie Sentiment Analysis Usefule links: https://www.kaggle.com/c/movie-review-sentiment-analysis-kernels-only https://medium.com/@vi3k6i5/search-millions-of-documents-for-thousands-of-keywords-in-a-flash-b39e5d1e126ao https://machinelearningmastery.com/clean-text-machine-learning-python/ https://bbengfort.github.io/tutorials/2016/05/19/text-classification-nltk-sckit-learn.html https://www.youtube.com/watch?v=BFaadIqWlAg <--- Pipelines.. Definately a good thing!! https://www.kaggle.com/baghern/a-deep-dive-into-sklearn-pipelines https://www.kaggle.com/metadist/work-like-a-pro-with-pipelines-and-feature-unions http://course.fast.ai/lessons/lesson1.html <--- Very useful set of tutorials if you're an experienced programmer wanting to get up to speed quickly