Friday Data Science course
Next year on Fridays from noon to 2pm I will be offering a 2-unit course each quarter focusing on data science.
The short version of the plan for the courses.
3. plotly for R
4. ggplot2
5. RDataMining
6. caret
8. h2o.ai
Fall 2017 Stat. 6864 Seminar in Probability and Statistics
During Fall Quarter the tentative plan is to cover topics related to using R for Data Science. We will work with the tidyverse to manipulate/wrangle/munge data. We will compare some of the work with using sqldf.
While working with the tidyverse we will discuss TextMining, Sentiment Analysis and Topic Analysis.
Winter 2018
During Winter Quarter the tentative plan is to cover topics related to visualization in R. We will look at using ggplot2 and using ggplot2 along with plotly.
Spring 2018
During Spring Quarter the tentative plan is to cover topics related to Data Mining and Machine Learning. The main goal will be to work with an ensemble of models to compete in a kaggle competition.