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Phishing-Attack-Detection-using-Machine-Learning
Phishing-Attack-Detection-using-Machine-Learning PublicAdvancing 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…
Jupyter Notebook 11
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Credit-Card-Fraud-Detection
Credit-Card-Fraud-Detection PublicFocused 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. …
Jupyter Notebook 3
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User-Forest-Cover-Type-Prediction
User-Forest-Cover-Type-Prediction PublicPredicting 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…
Jupyter Notebook 1
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Enhancing-Gutenberg-Book-Classification-using-Advanced-NLP-Techniques
Enhancing-Gutenberg-Book-Classification-using-Advanced-NLP-Techniques PublicThe project aimed to classify Gutenberg texts accurately. Employing advanced NLP methodologies, it covered collection, preprocessing, feature engineering, and model evaluation for literary work cla…
Jupyter Notebook 1
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Advanced-NLP-Powered-Sentiment-Analysis-for-E-commerce-Enhancement
Advanced-NLP-Powered-Sentiment-Analysis-for-E-commerce-Enhancement PublicUsing 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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Dynamic-DNS-Traffic-Analysis-for-Data-Exfiltration-Detection-with-Kafka
Dynamic-DNS-Traffic-Analysis-for-Data-Exfiltration-Detection-with-Kafka PublicCrafting 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…
Jupyter Notebook 1
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