Biography
Yuan Du is an experienced Data Scientist at Mindoula Health.Inc with 8+ years of professional experience in the academic and Healthcare research setting. Her research experience includes Deep learning, applied Statistical Modeling and Machine Learning in Medical research, Healthcare policy, Clinical trials, etc. She is also a PhD candidate in Big Data Analytics. Her PhD research is on Energy Based Models, Generative Models, Computer Vision. This is her blog that contains topics in Statistics, Data Science and Deep Learning.
Download my resumé.
- Applied Statistics
- Data Science/Data Mining/Machine Learning/Deep Learning
- Generative Model
PhD Candidate in Big Data Analytics
University of Central Florida
M.S. in Statistics and Data Science, 2015
University of Central Florida
B.S. in Economic Statistics, 2010
Chongqing Technology and Business University
Skills
Machine learning, Stat Consulting
Numpy, Pandas, Matplotlib, Seaborn, Scikit-learn, Tensorflow, Pytorch
Tidyverse, glm, lmer4, glmnet, caret, R Markdown, ggplot
Generative Model, Energy Based Model, Computer Vision
DBMS, SQL, Azure Databricks, GCS
STAT/MACRO/IML
Experience
Responsibilities include:
- Statistical Analysis
- Machine Learning
- Mentoring
