David Do's repositories
Snapchat-Political-Ads
Predicting number of impressions (views) of 2018-19 Snapchat's political ads by designing ML pipeline models
COVID-19-Data-Visualization-AI-Hackathon
Korea Ministry of Land, Infrastructure, and Transportation Big Data Online Hackathon. Extensive data analysis & research on Seoul and Korean nationwide situation, suggesting answers to key questions
IMDb-Movie-Reviews-Sentiment-Analysis-ML
Constructing movie reviews predictor ML model with BoW, logistic regression, out-of-core learning and topic modeling with LDA
Micro-ML-Projects
Series of small personal ML projects in Python and R
SQL-Notebook
Personal play-around with Oracle SQL Developer tool. Training with fundamental examples of DML, DDL, DCL, etc. learned from Oracle Database 12c: SQL Workshop in preparation for Oracle Certified Professional exam
R-data-report-training
Data analysis reports done in R for MATH 189: Exploratory Data Analysis and Inference. Topics vary in theme with different statistical metrics & visualizations based on need of structured data
DM_Challenge
Data Mining Challenge: Predicting listing price of Airbnb through feature engineering, NLP (nltk tool) text analysis
Air-Passengers-Prediction
Time series data analysis to predict the number of air passengers using Kaggle dataset
DSC-106-Data-Visualization
Data visualization assignments using HTML, CSS, JavaScript and Final Project
MyFirstPullRequest
To be used for the assignments in Cogs 108