Linh Nguyen's Projects
Apply Matplotlib, Pandas, Seaborn and Folium to create informative plots with fire activities in Australia dataset (NASA)
Including all my assignment on IBM data science
Using excel build a portfolio consist of Pharmaceutical stocks. Those stocks in excel are real-time updated.
Apply Cholesky and Monte Carlo simulation to forcast VaR for portfolio of 10 big firm in IT industry
Apply Design Thinking method into Problem Solving + PowerBI to generate insights related to Debt Collection of a bank
My solutions for some SQL practices in DataLemer. This repo is updated quite often. Practice SQL in Datalemur.com.
The goal of this project is for data frame manipulation. I will work data frame concerned with BCG vaccine coverage for various countries throughout many years.
Base on my experience, I will summary a guideline to build up a financial modeling in Excel. Please feel free to correct my mistakes.
Apply GARCH (1,1) model into forecasting S&P500. The topic is harder than though so it's still under construction but I'm working on it.
I apply fundamental knowledge related to GARCH model to make forecast volatility of return of 10 big firm in IT industry
Cleaning Global death causes dataset with R (visualize some plots)
Using SQL to query data to get insights into an E-commerce business dataset provided by Google (Bigquery)
Run statistical tests and regression models using the Hungary and Switzerland heart disease dataset to assess one particular factor - maximum heart rate one can achieve during exercise and how it is associated with a higher likelihood of getting heart disease
Perform hypothesis analysis (t-test, ANOVA, Pearson Correlation, Regression) on Housing prices derived from the U.S. Census Service
Plot RGB colors into dot graph using R. It's really simple project but the plot is beautiful so it's worth to try
Predict the party affiliation of United States congressmen based on their voting records
Using Sklearn to predict the results of quater final matches of UEFA Champion league
Some of build-in games which are written in Python (still updated)
Using Quintile and Python to make RFM analysis model for behavior based customer segmentation
The ultimate goal for this repo is to train my skill with Python each day by solving at least challenge in the book.
Apply Design Thinking method into Problem Solving + PowerBI to generate insights related to Churned user of a telecom firm
My VBA projects when study VBA Creative Problem Solving on Coursera