R FOR DATA SCIENCE

This programme is aligned with the Infomm Technology SkillsFrame Work. Under the Data track, Data Analyst and Data Scientist are require us statistical package like R. R is a widely use statistical package. The programme aims to quickly bring up to speed a programmer or business analyst who already knows how to programme in other language or have done advanced Excel macros to begin using R as a data science tool. The programme will define data science and explore the first two things a data scientist must do – cleaning and visualizing data. You will learn and use R's dplyr, ggplot and ggvis packages for these tasks. It will then cover the Data Science Workflow - training models and testing them through the application of machine learning models to various industry-relevant data science problems. The tool used will be the Caret package. At the end, you should have a working knowledge of how to solve data science problems with R.