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1. Automatic_Sales_Forecast_App Automatic_Sales_Forecast_App Public

   A Streamlit application that provides sales data analysis and utilizes XGBoost to generate 90-day sales forecasts for individual products or product families.

   Python 1

2. Kaggle-nlp-competition Kaggle-nlp-competition Public

   A Jupyter notebook which compares the performance of various machine learning models for disaster tweet classification, highlighting the effectiveness of a stacked ensemble model.

   Jupyter Notebook

3. Object_detection_experiments Object_detection_experiments Public

   This exercise project utilizes YOLOv8 object detection to identify and extract text from video game cases in images of game shelves.

   Jupyter Notebook

4. History_book_recommendation_system History_book_recommendation_system Public

   This Streamlit app assists users in discovering and exploring ancient history books. It utilizes a map to display relevant books per region and provides personalized recommendations based on user p…

   Jupyter Notebook

5. Fraud-Detection_Exercise Fraud-Detection_Exercise Public

   A Jupyter Notebook for detecting fraudulent transactions in the context of Gas- and Electricity consumption using the LightGBM classifier. The focus here is on feature engineering and how different…

   Jupyter Notebook

6. Recommendation_Engine Recommendation_Engine Public

   In this Jupyter notebook I develop and test a recommendation system built for an online shop that suggests product bundles to customers. The system leverages customer purchase history and product d…

   Jupyter Notebook