2019
How to Promote Yourself in Today’s Data Science Job Market
A introduction to the family of R Markdown packages.
How R Markdown helped me thrive in scientific research and advance my career development?
Happy Scientist Seminar for the Department of Preventive Medicine at USC
How R Markdown family automates the last mile of analytics
What is “the last mile” of analytics? It’s the final step that one needs to take to deliver the insights of data and communicate results with decision-makers. R has made it easy for us to wrangle data and build models. With the power of the R Markdown family packages, your analysis can be easily turned into high-quality reproducible documents including reports, presentations, posters, webpages, and dashboards. It requires less time and efforts to create and maintain code, data, output, text in one single document, which leaves you more time working on your code.
Extracting topics from cancer patients' mutational profiles
An application of topic modeling in genomic data
E-cigarette product characteristics
Young adults using mod (vs. pen-like) e-cigarette devices at baseline smoked more than 6 times as many cigarettes in the past 30 days at follow-up.
Extracting topics from cancer patients' mutational profiles
An introduction on how to apply topic modeling on somatic mutations
Bayesian modeling with R2jags
a gentle introduction on how to fit a simple Bayesian model, visualize and summarize the output using R2jags.
What I've learned from rstudio::2019
A talk on what I’ve learned from going to the RStudio conference 2019
2018
Statistical approach for investigating change in mutational processes during cancer growth and development
An example talk using Academic’s Markdown slides feature.