https://github.com/snigdho8869/numerical-data-analysis-projects

Exploring numerical data analysis with credit card churn, fraud detection, health predictions and more.
https://github.com/snigdho8869/numerical-data-analysis-projects

adaboost cnn data-analysis deep-learning dnn ensemble-learning exploratory-data-analysis gradient-boosting-classifier keras logistic-regression machine-learning ml numeric numerical-analysis pandas python3 random-forest scikit-learn support-vector-machines tensorflow

Last synced: 10 months ago
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Exploring numerical data analysis with credit card churn, fraud detection, health predictions and more.

• Host: GitHub
• URL: https://github.com/snigdho8869/numerical-data-analysis-projects
• Owner: Snigdho8869
• Created: 2023-10-29T00:56:17.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-10-31T20:29:58.000Z (about 2 years ago)
• Last Synced: 2024-01-29T06:17:24.191Z (almost 2 years ago)
• Topics: adaboost, cnn, data-analysis, deep-learning, dnn, ensemble-learning, exploratory-data-analysis, gradient-boosting-classifier, keras, logistic-regression, machine-learning, ml, numeric, numerical-analysis, pandas, python3, random-forest, scikit-learn, support-vector-machines, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 1.46 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Numerical Data Analysis Projects

## Project Highlights:

- **Credit Card Churn Modeling:** Predict and manage credit card churn with this data-driven modeling project. Analyze customer behavior, identify potential churn risks, and develop strategies to retain valuable clients.

- **Credit Card Fraud Detection:** Safeguard your financial systems with advanced fraud detection. This project uses machine learning to spot anomalies, protect against fraudulent transactions, and secure your credit card operations.

- **Diabetes Prediction:** Delve into the world of healthcare analytics with our Diabetes Prediction project. Using medical data and machine learning, I aim to predict the risk of diabetes, assisting in early intervention and prevention strategies.

- **Heart Diseases Prediction:** Explore cardiovascular health with our Heart Diseases Prediction project. By leveraging patient data and predictive algorithms, I aim to identify potential heart diseases, enabling timely medical care and lifestyle adjustments.