Text Classification with RNNs/LSTMs — Roadmap Step & Resources
Using sequence models to classify sentiment, topic or intent from text
- Level: advanced
- Estimated time: 1 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Mini projects
- Build an LSTM-based sentiment classifier on a movie review dataset
Study resources
- NLP From Scratch: Classifying Names with a Character-Level RNN (Article) — The official PyTorch tutorial building a text classifier with an RNN from scratch.
- Text Classification with RNN Explained (Video) — StatQuest's RNN explanation, directly applicable to a text classification task.
Part of
- NLP with Deep Learning — section
- Deep Learning & Neural Networks roadmap — the full learning path