This repository contains my solutions to problems and projects from the Kaggle platform. Works covering various fields of Data Science and Machine Learning are presented here, including data analysis, classification, regression, computer vision, and natural language processing. All solutions are presented in two languages: English and Russian.

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List of projects

🖼️ Computer vision

• [EN] 60,000+ Images of Cars.ipynb
• [RU] 60,000+ Images of Cars.ipynb
• 🚗[EN] Car Object Detection using YOLOv8.ipynb
• 🚗[RU] Car Object Detection using YOLOv8.ipynb

Text analysis and NLP

• [EN] Fake and real news dataset.ipynb
• [RU] Fake and real news dataset.ipynb
• [EN] FakeRussianNews.ipynb
• [RU] FakeRussianNews.ipynb

Forecasting and regression

• [EN] Housing Price Prediction Data.ipynb
• [RU] Housing Price Prediction Data.ipynb

🦖 Data analysis and classification

• [EN] Paleobiology.ipynb
• [RU] Paleobiology.ipynb

📱 Malware security and Analysis

• [EN] Android Malware Detection.ipynb
• [RU] Android Malware Detection.ipynb

🚀 Other projects

• [EN] Digit Recognizer-Copy.ipynb
• [RU] Digit Recognizer.ipynb
• [RU] Spaceship Titanic.ipynb

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🛠️ Technologies and tools

• Programming languages: Python.
• Libraries: Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn, PyTorch, YOLO ...
• Development Environment: Jupyter Notebook.
• Platform: Kaggle.

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Kaggle on Profile: https://www.kaggle.com/k1rsn7

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