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Ayushman Mishra 's Projects

eda-black-friday-sales icon eda-black-friday-sales

I've performed exploratory data analysis (EDA) on Black Friday Sales CSV files. I inspected the structure, calculated statistics, and visualized trends. This process aids in informed decision-making and strategy optimization.

eda-restaurant-cuisine-ratings icon eda-restaurant-cuisine-ratings

This project uses Exploratory Data Analysis (EDA) to uncover trends and insights from restaurant cuisine ratings, helping improve menus, enhance customer experiences, and guide targeted marketing strategies for business success.

eda-walmart-sales icon eda-walmart-sales

I've performed exploratory data analysis (EDA) on Walmart sales CSV files. I inspected the structure, calculated statistics, and visualized trends. Additionally, I engineered features, tested hypotheses, analyzed correlations, and explored geospatial patterns. This process aids in informed decision-making and strategy optimization.

health-insurance-cross-sell-prediction icon health-insurance-cross-sell-prediction

The Health Insurance Cross Sell Prediction project predicts customer likelihood of purchasing vehicle insurance using machine learning models like Logistic Regression and Random Forest. The project involves data preprocessing, feature engineering, and model fine-tuning to enhance predictive accuracy and inform strategic decision-making.

resourceify icon resourceify

A curated list of everything you need in the field of Data Science, Machine Learning, and Artificial Intelligence including but not limited to Online Courses, Documentations, Blogs, Podcasts, Cheatsheets, research papers, latest developments etc.. arranged in sub-domains and further by the language or framework being used.

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