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1. Stage-Data-Engineering-Energy-Drink-Store Stage-Data-Engineering-Energy-Drink-Store Public

   In this project, I created an entire data architecture for a made-up energy drinks Retail shop that will enable shop managers to make decisions based on their data. This project will simulate the e…

   Python 1

2. Certificates Certificates Public

   Data certificates

   1

3. Artificial-neural-network-ANN---Explainability-with-LIME-Method Artificial-neural-network-ANN---Explainability-with-LIME-Method Public

   This project uses Artificial Neural Networks (ANN) to classify Arabic texts into the categories. While ANN captures complex relationships, its predictions can be opaque. The LIME method is integrat…

   Jupyter Notebook

4. Time-series-project Time-series-project Public

   Forked from MouadAH2003/Time-series-project

   Jupyter Notebook 1

5. Random-Forests-Classification-Regression Random-Forests-Classification-Regression Public

   Jupyter Notebook

6. K-Nearest-Neighbors-KNN---Explainability-with-LIME-Method K-Nearest-Neighbors-KNN---Explainability-with-LIME-Method Public

   This project uses the K-Nearest Neighbors (KNN) algorithm for classification, enhanced with the LIME method for interpretability. While KNN is simple, it lacks transparency. LIME provides local, in…

   Jupyter Notebook 1