This course let you understand the Anatomy of Decision tree. It cover basic concepts like the Need for a model and Data design along with advance techniques like Regression Tree, Pruning, CHAID and CART algorithms which helps in becoming a Predictive analytics expert.
- Introduction to Decision Tree
- Data design for Modelling
- Data treatment before Modelling
- Classification of Tree development and Algorithm details
- Industry practice of Classification tree-Development, Validation and Usage
- Regression Tree and Auto Pruning
- CHAID Algorithm
- Other Algorithms
Who should go for this course?
- Developers who want to become Data Scientist
- Analytics Consultants
- R / SAS / SPSS Professionals
- Data Analysts
- Information Architects and Data Engineers
- Statisticians
Duration: Lifetime Access
Mode: Online Self-paced
Fees: INR 4,249
Basic knowledge of R programming language