9 NLP Project Ideas for Beginners

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

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

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

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

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

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

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

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

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

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