NLP

Teaching computers to read and write: text processing, embeddings and language models.

All levels Beginner Advanced Expert

Beginner

Start here. No background needed beyond school maths.

Learn to use transformer models for text with the Hugging Face libraries, from pipelines to fine-tuning and sharing models.

Hugging Face

Once the basics are comfortable.

Four courses on sentiment analysis, word vectors, sequence models and attention models. Free to audit.

DeepLearning.AI (Coursera)

Prof. Pawan Goyal's course on language models, tagging, parsing, semantics and NLP applications.

NPTEL / IIT Kharagpur