Personal Information
Organization / Workplace
Greater Los Angeles Area United States
Occupation
Senior Data Scientist at ZestFinance
Industry
Finance / Banking / Insurance
About
R Developer & Data Enthusiast
GitHub: https://github.com/yanyachen
1. Programming:
• R: Package Developer, author and maintainer of CRAN package 'FinCovRegularization'
• Python: NumPy, SciPy, Pandas, Statsmodels, Scikit-Learn
• SAS: Certified Base & Advanced Programmer, Statistical Business Analyst
• Database: SQL, NoSQL(MongoDB)
2. Data Science
• Data Manipulation: dplyr, tidyr, reshape2, data.table
• Statistical Modeling:
Hypothesis Testing (parametric and non-parametric), Power Analysis, ANOVA
Single-level regression (stepwise, ridge, lasso, elastic net, PCR, PLS), Multilevel regression
Logistic Regression, Time Series Analysis
• Machine Learning:
Supervised Learning: Naive Bayes, K...
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