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10 NLP project ideas for beginners.

By GeeksforGeeks

GeeksforGeeks. (2025, May 16). 10 NLP project ideas for beginners.

This article provides a curated list of project ideas to help students apply natural language processing skills. Suggested projects range from simple spam classifiers to complex chatbots. Each project idea includes an objective description and suggests datasets and tools like NLTK. The author emphasizes building a portfolio to demonstrate proficiency. By working through these projects, beginners encounter common NLP challenges, making this a motivational resource for those transitioning to application.