Recreate John Snow's famous map of the 1854 cholera outbreak in London.

To better understand the growth and impact of Bitcoin and other cryptocurrencies I explore the market capitalization of different cryptocurrencies.

Pandas + Bayesian Statistics - to see if left-handed people actually die earlier than righties.

Analyzing the medical data Dr.Semmelweis collected.

Building a model that can automatically detect honey bees and bumble bees in images

Python ML Methods to classify songs into genres.

Using regression discontinuity try to see which debts are worth collecting.

Data analysis with Python to building and evaluating data models.

Finding the true Scala experts by exploring its development history in Git and GitHub.

It's not that we humans only take debts to manage our necessities. A country may also take debt to manage its economy. For example, infrastructure spending is one costly ingredient required for a country's citizens to lead comfortable lives. The World Bank is the organization that provides debt to countries.

Dive into global terrorism's web with 'Global_Terrorism_Trends_Analysis.' Leveraging the GTD, our project delves into trends, tactics, and impacts worldwide. Uncover valuable insights to understand this complex issue.

Data Science Projects from various platforms

Built a machine learning model to predict if a credit card application will get approved.

Uses data manipulation and visualization to explore the television broadcast datasets using python3

Analyze the relative popularity of programming languages over time based on Stack Overflow data.

Jupyter Notebook on breath alcohol test data from Ames, Iowa, USA.

Build an ML-based credit card approval predictor for commercial banks to automate application analysis, saving time and reducing errors. High loan balances, low income, or excessive credit inquiries often lead to rejections. This project replicates real banks' automation for efficient, accurate, and faster decision-making.

A machine learning model to predict whether a customer will order food online again or not.

Build an automatic credit card approval predictor using machine learning techniques, just like the real banks do.