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Data Science and Machine Learning Projects

Classification Projects

BRFSS 2015 Heart Disease Scenario Classification
Bank Customer Churn: Class Imbalance Methods
Forest Cover Type Classification with XGBoost (Original Version)
Forest Cover Type Classification with XGBoost
Income Class Classification: Data Cleaning, EDA, and ML Modeling
Penguin Species Classification

Clustering and Anomaly Detection

Credit Card Fraud Anomaly Detection
Human Activity Recognition from Smartphone Sensors

Regression Projects

NYC Yellow Taxi Fare Prediction using Snowflake and Machine Learning
Ocean Temperature Prediction Using CalCOFI Environmental Data

Statistical Analysis Projects

IBM HR Employee Attrition: A Statistical Analysis
Sleep Health Statistical Analysis
Does math score differ by gender?
Wholesale Customers Statistical Analysis
Statistical Tests Practice Dataset

Index

By Ziraddin Gulumjanli

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