Modern NLP models can be daunting: No more bag-of-words but complex neural network architectures, with billions of parameters. Engineers, financial analysts, entrepreneurs, and mere tinkerers, fear not! You can get started with as little as 10 lines of code. Presentation prepared for the Abu Dhabi Machine Learning Meetup Season 3 Episode 3 hosted at ADGM in Abu Dhabi.