Machine Learning Mini-Project Ideas for CSE Students

1. Sentiment Analysis for Tweets: Gauge public opinion on trending topics using machine learning.

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2. Image Recognition for Wildlife: Identify and classify animals in photos for ecological research.

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3. Predictive Text Generator: Develop a model to suggest next words based on input, enhancing typing efficiency.

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4. Disease Diagnosis from Medical Images: Utilize ML to detect diseases from X-rays or MRI scans.

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5. Fraud Detection in Financial Transactions: Safeguard against financial fraud using pattern recognition algorithms.

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6. Handwritten Digit Recognition: Create a system capable of recognizing and classifying handwritten digits.

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7. Chatbot with Natural Language Processing: Develop a chatbot that understands and responds contextually using NLP.

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8. Stock Price Prediction: Predict stock market trends using historical data and machine learning models.

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9. Facial Emotion Recognition: Analyze facial expressions to identify emotions, aiding in human-computer interaction.

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10. Autonomous Drone Navigation: Implement ML algorithms for drones to navigate autonomously in dynamic environments.

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