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1. An-end-to-end-customer-churn-prediction-model An-end-to-end-customer-churn-prediction-model Public

   End-to-end MLOps pipeline for customer churn prediction. Engineered labels from raw transactions, optimised for business cost (€17k at risk), deployed with FastAPI + Streamlit, SHAP + AI reports.

   Jupyter Notebook

2. E-commerce-SQL-Analytics E-commerce-SQL-Analytics Public

   E-commerce customer and revenue analysis (Revenue Leakage, RFM, and Growth Trend Over Time) using SQL, Python, Plotly, and Jupyter Notebook with clear separation of data querying, metric calculatio…

   HTML 2

3. Analyzing-skill-requirements-for-Data-analyst-poisition Analyzing-skill-requirements-for-Data-analyst-poisition Public

   If you want to get into the role of a data analyst in Germany, this dashboard can help you to know what skill set are demanded on different states of Germany.

   Jupyter Notebook 1

4. Predicting-heart-disease-using-Logistic-Regression--ML-Classification- Predicting-heart-disease-using-Logistic-Regression--ML-Classification- Public

   WHO (World Health Organization) estimates that out of 5 deaths, 4 of them are realted to the cardiovascular disease(CVD), so the goal of this project is to use Logistic Regression to determine the …

   Jupyter Notebook 1

5. Topic-Modelling-Using-Python Topic-Modelling-Using-Python Public

   Topic modeling using NLP with LDA to uncover hidden themes in text documents.

   Jupyter Notebook 1

6. Classification-on-Imbalanced-Data Classification-on-Imbalanced-Data Public

   This repository is dedicated to exploring various techniques and methodologies for dealing with imbalanced datasets in classification tasks. Imbalanced data is a common challenge in machine learnin…

   Jupyter Notebook