As part of the master class, we will talk about the capabilities of neural network models for natural language processing and the use of cloud services to extract entities and relationships from the corpus of scientific articles on COVID-19. This approach will allow us not only to carry out semantic queries to the corpus, but also to extract and visualize the change in treatment tactics over time, and to discover key patterns in treatment tactics. The master class will be held in a demonstration mode, but all participants will have access to materials for subsequent independent practice.

Requirements: Basic Python Programming Skills