Astronomy + Data Science Student @ UIUC
- Learning: Python, C#, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn
- Currently working on expanding my project portfolio
- Interested in data science + machine learning
- Languages: Python
- Data Analysis: Pandas, NumPy, Matplotlib
- Other Tools: Jupyter Notebook, Git, GitHub
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Asteroid Dataset Analysis: Data Cleaning & EDA
Cleaned and processed asteroid datasets, handled missing values and outliers, and performed exploratory data analysis to uncover trends and distributions.
Python, Pandas, Matplotlib, Seaborn -
Asteroid Dataset Analysis: Statistical Inference
Conducted statistical confidence interval analysis and hypothesis testing to understand asteroid properties and patterns in the dataset.
Python, Pandas, Scipy, Statsmodels -
Asteroid Dataset Analysis: Predictive Modeling & Evaluation
Built and evaluated predictive models to answer research questions, using regression and classification techniques.
Python, Pandas, Numpy, Scikit-learn