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1. Advanced-Threat-Detection-ML-Driven-Intrusion-Detection-Systems-for-Robust-Security Advanced-Threat-Detection-ML-Driven-Intrusion-Detection-Systems-for-Robust-Security Public

   Intrusion Detection and Prevention Systems (IDSs/IPSs) are crucial defenses against evolving network attacks. However, due to a lack of reliable datasets, anomaly-based intrusion detection faces ch…

   Jupyter Notebook 3 1

2. Fine-Tuning-BERT-for-E-commerce-Text-Classification-A-Multi-category-Approach Fine-Tuning-BERT-for-E-commerce-Text-Classification-A-Multi-category-Approach Public

   In this Kaggle project, we leverage the power of the BERT (Bidirectional Encoder Representations from Transformers) model for fine-tuned multi-category text classification in the context of E-comme…

   Jupyter Notebook 3

3. Web-ML-Diabetes-Predictor-Empowering-Health-Awareness-Online Web-ML-Diabetes-Predictor-Empowering-Health-Awareness-Online Public

   Our web-based diabetes prediction system utilizes machine learning algorithms to analyze various health indicators and predict the likelihood of an individual developing diabetes. By leveraging a u…

   Jupyter Notebook 1 1

4. Bangla-Newspaper-Categorization-using-ML-models Bangla-Newspaper-Categorization-using-ML-models Public

   In my Bangla news categorization project, I utilized XGBoost for efficient pattern recognition, SVM for handling non-linear relationships, and an ensemble of Random Forest, AdaBoost, and Logistic R…

   Jupyter Notebook 1

5. Sentiment-analysis-based-on-Corona-Virus-tweet-using-Word2Vec Sentiment-analysis-based-on-Corona-Virus-tweet-using-Word2Vec Public

   I performed sentiment analysis on coronavirus-related tweets from a Kaggle dataset, utilizing Word2Vec embeddings with ML models like XGBoost, SVM, Random Forest, and Logistic Regression. Model per…

   Jupyter Notebook 2

6. MelanomaDetector-An-AI-Powered-Melanoma-Skin-Cancer-Detection- MelanomaDetector-An-AI-Powered-Melanoma-Skin-Cancer-Detection- Public

   . The proposed application, "MelanomaDetector," utilizes a Convolutional Neural Network (CNN) model, specifically a modified version of the VGG16 architecture pre-trained on the ImageNet dataset, f…

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