10 Artificial Intelligence Project Ideas for Beginners 2024 

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1. Sentiment Analysis on Social Media: Analyze public sentiment from Twitter data.

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2. Image Recognition for Food Classification: Identify different food items from images.

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3. Chatbot for Customer Support: Build a chatbot to handle basic queries.

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4. Predicting Stock Prices: Use historical data to predict future stock trends.

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5. Handwritten Digit Recognition: Create a model to recognize handwritten digits.

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6. Recommendation System for Movies: Suggest movies based on user preferences.

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7. Text Summarization Tool: Summarize long texts into concise paragraphs.

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8. Face Recognition Attendance System: Automate attendance using face recognition.

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9. Predicting Loan Approval: Predict loan approval using applicant data.

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10. Virtual AI Assistant: Develop a virtual assistant like Siri or Alexa.

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