All projects(03 / 04)
SentimentAnalysisSystem
Reading tone in text at 82% accuracy with a BiLSTM.
Type
NLP & Deep Learning
Category
ML
Stack
PythonTensorFlowLSTMNLP
Links
Private — ask me for a walkthrough
What I built
A bidirectional LSTM model that classifies sentiment, tuned and tested on 200+ samples.
- 01
Engineered a Bidirectional LSTM-based sentiment analysis system.
- 02
Achieved 82% accuracy on 200+ test samples through model tuning.
- 03
Applied NLP preprocessing including tokenization, padding, and class imbalance handling.
Next project