With Bert Besser, Myriam Traub and Veronika Schindler, we prepared an introductory lecture on natural language processing (NLP) as part of the codecentric.AI bootcamp:

It provides an overview on

• applications: speech assistants, chatbots, classification, …
• tools: preprocessing, feature extraction, word vectors, …
• challenges: ambiguities, references and context

In the accompanying Jupyter notebook tutorial, we classify speeches of German politicians.

Have a look and have fun!