Tweet Sentiment Extraction

Table of Contents:

1. Business Problem

2. Source of Data

3. Data Overview

4. Mapping real world problem with ML/DL problem

5. Performance Metrics

6. Exploratory Data Analysis

Common Words in Text
Common Words in Selected Text

7. Data Preprocessing

8. Deep Learning Models

8.1. RNN

8.2. LSTMs(Long Short-Term Memory Networks)

8.3. Bi-directional LSTM

9. Models Comparison

LSTM Jaccard Score
Bi-LSTM Jaccard Score

10. Model Deployment

11. Future Work

12. References



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