Description
Machine learning is a field which involves in transforming raw data into data of actionable knowledge. The prominence of R language is increasing day by day as it is a cross platform and a zero cost statistical tool. Machine learning with R offers a powerful set of methods for quick and easy access of data.
- Contents
- Correlation
- Simple Regression
- Logistic regression
- What is segmentation
- What is a Decision tree
- Tree validation
- Over fitting and Under fitting
- Cross validation
- Boot strapping
- Neural networks
- SVM
- Random Forest algorithm
- Boosting
- After the Completion of This Course, one will have a good hands on machine learning with R programming. R will make the various machine learning technique more simpler.
