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1. Phishing-Attack-Detection-using-Machine-Learning Phishing-Attack-Detection-using-Machine-Learning Public

   Advancing Cybersecurity with AI: This project fortifies phishing defense using cutting-edge models, trained on a diverse dataset of 737,000 URLs. It was the final project for the AI for Cybersecuri…

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2. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

   Focused on advancing credit card fraud detection, this project employs machine learning algorithms, including neural networks and decision trees, to enhance fraud prevention in the banking sector. …

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3. User-Forest-Cover-Type-Prediction User-Forest-Cover-Type-Prediction Public

   Predicting Colorado forest cover types using diverse ML models for classification. Baseline creation, feature selection, comparison, and tuning optimize accuracy in this University of Ottawa Master…

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4. Enhancing-Gutenberg-Book-Classification-using-Advanced-NLP-Techniques Enhancing-Gutenberg-Book-Classification-using-Advanced-NLP-Techniques Public

   The project aimed to classify Gutenberg texts accurately. Employing advanced NLP methodologies, it covered collection, preprocessing, feature engineering, and model evaluation for literary work cla…

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5. Advanced-NLP-Powered-Sentiment-Analysis-for-E-commerce-Enhancement Advanced-NLP-Powered-Sentiment-Analysis-for-E-commerce-Enhancement Public

   Using NLP and a smart chatbot, this project gauges customer sentiments online, offering customization and real-time feedback. Employing TF-BOW-LDA and ML models, it empowers e-commerce decisions, c…

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6. Dynamic-DNS-Traffic-Analysis-for-Data-Exfiltration-Detection-with-Kafka Dynamic-DNS-Traffic-Analysis-for-Data-Exfiltration-Detection-with-Kafka Public

   Crafting static and dynamic models for data exfiltration detection via DNS traffic analysis. Static model trained on batch data, while dynamic model simulates a continuous stream. Rigorous analysis…

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