9 NLP Project Ideas for Beginners

1. Sentiment Analysis: Analyze emotions in text to gauge sentiment polarity.

2. Text Classification: Categorize text into predefined classes or labels.

3. Named Entity Recognition: Identify entities like names, dates, and locations in text.

4. Language Translation: Build a simple translator for different languages.

5. Text Summarization: Create concise summaries of lengthy text documents.

6. Chatbot Development: Design a basic conversational agent using NLP.

7. Topic Modeling: Discover topics from a collection of documents.

8. Text Generation: Generate coherent sentences or paragraphs of text.

9. Spell Checking: Implement a spell checker using NLP techniques.

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