This tutorial will enable anyone with some programming experience to begin analyzing data with the R programming language
Syllabus
- Where did R come from?
- What makes R different from other statistical software?
- Data structures in R
- Reading and writing data sets
- Manipulating Data
- Basic statistics in R
- Exploratory Data Analysis
- Multiple Regression
- Logistic Regression
- Data mining in R
- Cluster analysis
- Classification algorithms
- Working with Big Data
- Challenges
- Extensions to R for big data
- Where to go from here?
- The R community
- Resources for learning R
- Getting help