We live in the age of big data. At this point it’s become a cliche to say that data is the oil of the 21st century but it really is so. Data collection practices have resulted in huge piles of data…

Towards Data Science is a community-powered publication that showcases work in data science, machine learning and artificial intelligence. Every day newcomers, seasoned researchers and industry practitioners publish tutorials, research notes and real-world case studies that help the field move forward.

Towards Data Science

Understand semantic structures in natural language using transformers and topic modeling. Explore different conceptualizations of discovering latent semantic structures, models used in topic modeling, and the usefulness of Semantic Signal Separation for understanding semantic variation in corpora.