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1. Evaluation-and-comparison-of-PV-prediction-quality-of-a-sky-imager Evaluation-and-comparison-of-PV-prediction-quality-of-a-sky-imager Public

   Evaluation and comparison project developed at Honda Reserach Institute Europe GmbH

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2. Face-recognition-based-on-eigenfaces Face-recognition-based-on-eigenfaces Public

   In the face recognition project, we employed dimensionality reduction techniques such as PCA and KPCA (Kernel Principal Component Analysis) to extract essential features. The classification phase i…

   Jupyter Notebook

3. Quantum-investment-strategies-LSTM-based-Sentiment-Analysis-for-portfolio-prediction Quantum-investment-strategies-LSTM-based-Sentiment-Analysis-for-portfolio-prediction Public

   Master thesis: performance evaluation of a LSTM model from the Qlib repository developed by Microsoft and a modified LSTM model that includes a sentiment analysis feature calculated with BERT on tw…

4. User-Journey-Analysis-SQL User-Journey-Analysis-SQL Public

   User Journey Analysis: a Query on User Data to create customer Journey strings with SQL

5. Machine-Learning-for-User-Classification-Project Machine-Learning-for-User-Classification-Project Public

   Logistic Regression, K-Nearest Neighbors, Support Vector Machines, Decision Trees, and Random Forests algorithms to classify students and predict student purchases.

   Jupyter Notebook

6. Investigation-of-holidays-effects-on-restaurants-sales Investigation-of-holidays-effects-on-restaurants-sales Public

   How do holidays influence the sales of northern Italy's inland-located restaurants? Which component -i.e. weekly seasonality, etc.- of the timeseries is the most important for forecasting? Is it po…