One Page R: A Survival Guide to Data Science with R
A collection of useful one-page resources for a data miner, data scientist, and/or a decision scientist. The modules include code, lectures, and one-page recipes for getting things done.
One Page R: A Survival Guide to Data Science with R
The include tools for the data miner, or the data scientist, and or the decision scientist.
- Templates for the Data Scientist
- Getting Started as a Data Scientist
- Getting Started with R and Rattle: *Lecture - *Laboratory
- Introducing and Interacting with R: *Lecture - *Laboratory
- BasicR - OnePage(R) - Writing R scripts
- Dealing With Data
- Read Data into R: *OnePageR - *R
- Explore and Summarise Data: *OnePageR - *R
- Transform Data: *OnePageR - *R
- Dealing with Dates and Time: (PDF, R) Dates and Time
- Visualising Data with GGPlot2: *OnePageR - *R
- Visualising Data with Maps *OnePageR - *R
- Spatial (R) Spatial Analysis
- Handling Big Data *OnePageR - *R
- Descriptive Analytics
- Predictive Analytics
- Model Delivery
- Advanced Topics
- Advanced R Topics