Youngmin Ju's Projects
A/B Testing Simulation
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Manipulate and visualize Netflix's movie and TV data
Materials for TA session
BigDataEconometrics_Projects
Simple Numerical Study of Net Saleβs Gain from Bundling Price
Must-read papers and resources related to causal inference and machine (deep) learning
Causal Inference in Python
Codility coding test practice
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
Customer_Churn_Prediction_Project
These are Github repositories for all data science material I feel important. I would update it daily.
Collection of in-class labs in R for introductory econometrics class
HackerRank_SQL
Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research
Use the publicly available IMDb Datasets to build a model that predicts a movieβs average rating.
C++ Project
give me a star , plz orz
Develop Market Response Model & Uplift Model
Build Metrics, RFM & LTV
Ju, Y.M. and M.J. Lee. (2017). βControl Function Approach for Partly Ordered Endogenous Treatments: Military Rank Premium in Wageβ, Oxford Bulletin of Economics and Statistics, 79: 1176-1194.
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and sensitivity analysis.
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Analyze Twitter data and do a deep dive into a hot trend.
Develop a Demand Forecasting model