# Sumit SC Portfolio

## Docs

- [About Sumit SC: Data Science Skills and Background](https://github-52.mintlify.app/about.md): Learn about Sumit SC's background in data science, analytical skills, tools, and the methodology behind each project in this portfolio.
- [Sumit SC Portfolio: Projects, Tools, and Techniques](https://github-52.mintlify.app/introduction.md): An overview of the project categories, analytical techniques, and Python tools used across this data science portfolio, from regression models to time-series.
- [Bank Loan Case Study: Default Risk & Credit Analysis](https://github-52.mintlify.app/projects/bank-loan-case-study.md): A data-driven case study analyzing bank loan approval patterns, default risk factors, and predictive modeling for credit decision-making.
- [ABC Call Volume Trend: Time-Series & Staffing Insights](https://github-52.mintlify.app/projects/call-volume-trend.md): Time-series analysis of call center volume data for ABC company, revealing daily patterns, peak hours, and staffing optimization insights.
- [IMDB Movie Analysis: Ratings, Genres & Revenue Trends](https://github-52.mintlify.app/projects/imdb-movie-analysis.md): An exploratory data analysis of IMDB movie data examining rating distributions, genre trends, revenue patterns, and director influence.
- [Oil Spill Detection: Satellite Image Classification](https://github-52.mintlify.app/projects/oil-spill-detection.md): An image-based analysis project using computer vision techniques to detect and classify oil spill patterns in satellite or aerial imagery.
- [Stock Market Analysis: Price Trends & Volatility Metrics](https://github-52.mintlify.app/projects/stock-analysis.md): Exploratory analysis of stock market data examining price trends, volatility patterns, moving averages, and comparative performance across sectors.
- [Used Car Price Prediction: Machine Learning Regression](https://github-52.mintlify.app/projects/used-car-price-prediction.md): Explore a machine learning regression project that predicts used car prices using features like mileage, age, brand, and condition.
- [Add Giscus GitHub Discussions Comments to Your Portfolio](https://github-52.mintlify.app/setup/comments.md): Learn how to set up Giscus on your portfolio site. Enable GitHub Discussions, configure the widget, and embed the comment script on your pages.
- [Publish This Data Science Portfolio to GitHub Pages](https://github-52.mintlify.app/setup/deployment.md): Step-by-step guide to deploying this portfolio site to GitHub Pages with Cloudflare CDN integration, including branch setup and DNS configuration.
- [Fix Common GitHub Pages, Images, and Giscus Issues](https://github-52.mintlify.app/setup/troubleshooting.md): Solutions to common issues when running or deploying this portfolio site, including image display problems, GitHub Pages errors, and Giscus setup.