Useful Links
1. Introduction to Sentiment Analysis
2. Natural Language Processing Foundations
3. Lexicon-Based Sentiment Analysis
4. Machine Learning Approaches
5. Feature Engineering and Representation
6. Deep Learning for Sentiment Analysis
7. Aspect-Based Sentiment Analysis
8. Advanced Topics and Challenges
9. Evaluation and Metrics
10. Practical Implementation and Deployment
11. Ethical Considerations and Bias
12. Current Research and Future Directions
  1. Computer Science
  2. Data Science

Sentiment Analysis

1. Introduction to Sentiment Analysis
2. Natural Language Processing Foundations
3. Lexicon-Based Sentiment Analysis
4. Machine Learning Approaches
5. Feature Engineering and Representation
6. Deep Learning for Sentiment Analysis
7. Aspect-Based Sentiment Analysis
8. Advanced Topics and Challenges
9. Evaluation and Metrics
10. Practical Implementation and Deployment
11. Ethical Considerations and Bias
12. Current Research and Future Directions
  1. Current Research and Future Directions
    1. Emerging Trends
      1. Large Language Models
        1. Few-Shot Learning
          1. Meta-Learning
            1. Continual Learning
            2. Technical Challenges
              1. Robustness
                1. Generalization
                  1. Efficiency
                    1. Interpretability
                    2. Application Domains
                      1. Conversational AI
                        1. Recommendation Systems
                          1. Content Moderation
                            1. Mental Health Applications
                            2. Research Frontiers
                              1. Causal Inference
                                1. Counterfactual Analysis
                                  1. Adversarial Robustness
                                    1. Federated Learning
                                    2. Interdisciplinary Connections
                                      1. Psychology
                                        1. Sociology
                                          1. Economics
                                            1. Linguistics

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                                          11. Ethical Considerations and Bias

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                                          1. Introduction to Sentiment Analysis

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