IC2S2 | Tutorial on transformers, UMAP, Faiss and HDBSCAN

Tutorial for the IC2S2 on how to encode text data with transformers and use the embeddings in downstream tasks such as clustering with HDBSCAN, dimensionality reduction with UMAP and vector similarity with Faiss.

Link to video