One of the cool honed skills is asking questions. Not knowing the answer is not bad; it's bad not even to Google it. Before the interview, copy this document to yourself.
After answering a question, strike it out. In the future, my answers will be here.
CLASSIC NLP
- TF-IDF & ML (8/8)
- METRICS (7/7)
- WORD2VEC(9)
- RNN & CNN(7/7)
NLP and TRANSFORMERS
- ATTENTION AND TRANSFORMER ARCHITECTURE (15)
- TRANSFORMER MODEL TYPES (7)
- POSITIONAL ENCODING (6)
- PRETRAINING (4)
- TOKENIZERS (9)
- TRAINING (8)
- INFERENCE (4)
- LLM (13)
- ANALYSE questions additional