ChakoChen's repositories
MTH9821-Numerical-Methods-for-Finance
Numerical methods (e.g., binomial trees, Monte Carlo, and finite different methods) for option pricing
Data-Assimilation-for-Ocean-Current-Forecasts
Postdoctoral project on construction of an EnOI (Ensemble Optimal Interpolation) data assimilation model for ocean current forecasts
Machine-Learning-for-Trading
Udacity course on manipulating financial data in Python, computational investing, and algorithms for trading
MTH9815-Software-Engineering
Software development techniques for solving problems in finance with Python
House-Price-Prediction-Model-with-PySpark
This program builds a Random Forest Regressor (RFR) and a Gradient Boosted Trees (GBT) Regressor model to predict how much a house sells for with PySpark.
Sentiment-Analysis-of-IMDb-Movie-Reviews
This project builds a classification model for sentiment analysis of IMDb movie reviews.
Statistics-with-R
Introductory course on statistics and data analysis for financial engineering with R programming
Visualization-of-Oil-Spill-Trajectory-Using-Bokeh
This project uses Bokeh to create interactive figure for visualizing oil spill trajectory .
Analyzing-Police-Activity-with-pandas
This project explores the Stanford Open Policing Project dataset and analyze the impact of gender on police behavior. They've collected data from 31 US states, but this project will be focusing on data from the state of Rhode Island.
Classification-Model-of-School-Budgets
This project constructs a classification model with logistic regression for classifying items in school budgets.
POM-Model-of-the-Grand-Banks
A sample of surface currents over the Grand Banks from the POM model
Prepressing-Current-Data-for-OilMap
Prepare current data from HYCOM for simulating oil spill with OilMap
Python-for-Data-Science
DataCamp course on statistical and machine learning techniques with Python programming to analyze and interpret complex data