Advanced Predictive Analytics using R - LTPlabs

This Advanced Predcitive Analytics using R course provides a short introduction to some key steps of a typical predictive analytics project, using the R language and environment as the illustration tool.

The course addresses reporting tools in R; some of the key definitions and metrics for predictive analytics; relevant data pre-processing techniques; performance estimation, model tunning and comparison; feature selection; and handling imbalanced domains.

The course is targeted to participants with a significant background on the R environment and language.

This web site provides support material to the course Using the top menus you can find:

• Information about key aspects of the way the course will take place
• Supporting material used during the course, namely:
  • The slides handouts
  • The code shown in the slides for easier replication in your R session
  • Eventual datasets used during the classes
  • Any other necessary material
• Bibliography that may help you with extending your knowledge
• Contact information