CEI Week 2 Assignment

Tesla EV Performance Analysis (2015-2025)

This project implements an end-to-end Machine Learning pipeline on Tesla EV performance data.

Tasks Performed

• Data Preprocessing
• Exploratory Data Analysis (EDA)
• Feature Engineering
• Regression Modeling
• Hyperparameter Tuning
• Time Series Forecasting

Tools Used

• Python
• Pandas
• NumPy
• Matplotlib
• Seaborn
• Scikit-Learn
• Statsmodels