US accident analysis

  • Tech Stack: Python, Matplotlib , Seaborn, Scikit_learn , folium)
  • Github URL: Project Link

Researched, identified and collected data sets.

Employed various data cleaning techniques, along with exploratory data analysis and data visualization tools

Implemented five distinct AI and ml models with corresponding accuracies: Logistic Regression (61.5%), K Nearest Neighbors (49%), Decision Tree (61.8%), Adaboost (62.25%), and XGBoost (60.68%).