tokens and embeddings
Get access to start this course →13 lessons
1Lesson — Introduction to Tokens and TokenizationGet access to unlock
2Lesson — Understanding Word EmbeddingsGet access to unlock
3Lesson — Exploring Subword Tokenization TechniquesGet access to unlock
4Quiz — Checkpoint 1Get access to unlock
5Lesson — Vector Space Models in NLPGet access to unlock
6Lesson — Contextual Embeddings and Their ApplicationsGet access to unlock
7Lesson — Pre-trained Embeddings: GloVe and Word2VecGet access to unlock
8Quiz — Checkpoint 2Get access to unlock
9Lesson — Transformer Models: BERT and GPTGet access to unlock
10Lesson — Applications of Tokens and Embeddings in NLPGet access to unlock
11Lesson — Challenges and Limitations of Current Embedding TechniquesGet access to unlock
12Quiz — Checkpoint 3Get access to unlock
13Lesson — Future Directions and Synthesis of Tokens and EmbeddingsGet access to unlock