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1. Fraud_Detection Fraud_Detection Public

   Comparing different classification algorithms to detect fraud.

   Python 2

2. Bike_rental_LinReg_Lasso Bike_rental_LinReg_Lasso Public

   Using Multiple Linear Regression and Lasso Regression (Linear Regression with L1 norm) to predict bike rentals by registered users based on weather and time criteria.

   Jupyter Notebook

3. tweets_latent_dirichlet_allocation tweets_latent_dirichlet_allocation Public

   Topic extraction from tweets with Latent Dirichlet Allocation (LDA).

   Python

4. Climate_prediction_SARIMAX Climate_prediction_SARIMAX Public

   Forecasting temperature for Berlin based on the historic data using the SARIMAX model.

   Jupyter Notebook 1

5. Lyrics_classifier_NLP Lyrics_classifier_NLP Public

   This project shows how to scrape the lyrics from specific artists and perform Natural Language Processing to build a model that would identify the artist that the lyrics belongs to.

   Jupyter Notebook 1

6. SHAP_tutorial SHAP_tutorial Public

   Tutorial on how to use the SHAP library to explain the feature importance with Shapley values.

   Jupyter Notebook 19 9