Decision Tree – Theory, Application and Modeling using R

Analytics/ Supervised Machine Learning/ Data Science: CHAID / CART / Random Forest etc. workout (Python demo at the end)

Created by: Gopal Prasad Malakar
Trains Industry Practices on data science / machine learning

What Will I Learn?

• Get Crystal clear understanding of decision tree
• Understand the business scenarios where decision tree is applicable
• Become comfortable to develop decision tree using R statistical package
• Understand the algorithm behind decision tree i.e. how does decision tree software work
• Understand the practical way of validation, auto validation and implementation of decision tree

Requirements

• The course is fairly simple but it will help if they understand how to read excel formula

Target audience

• Data Mining professionals
• Analytics professionals
• People seeking job in analytics industry