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Course content

About Decision Tree Modeling Using R Certification Training Program in Copperbelt Province

  • Section Overview
  • Need of a Decision Tree
  • Anatomy of a Decision Tree
  • Gain From a Decision Tree
  • KS of a Decision Tree
  • Business Application of a Decision Tree
  • Definitions Related to Objective Segmentation
  • Decision Tree vs Logistic Regression
  • Check Basic Understanding of Decision Tree
  • Model Design in Principal
  • Model Design Precautions
  • Model Design Outcome
  • Performance Window Design
  • Check Basic Understanding of Model Design
  • Understand the Data for Demo
  • View Resource to Download Files
  • How to Download Excel Files, R Program, etc.
  • Install R and R Studio
  • First Decision Tree in R
  • Second Decision Tree in R
  • About New Additions in the Course Work
  • Intuitive Understanding of Numeric Variable Split
  • GINI Index of a Node
  • GINI Index of a Split
  • CART in Action: Decide Which Variable and Its Value for the Split
  • Practical Approach to Decision Tree Development
  • Some Practical Situations of Decision Tree Model Validation
  • Implementing Decision Tree Model
  • Auto Pruning Technique of Decision Tree Development Part 1
  • K-Fold Cross Validation
  • Auto Pruning Using R
  • Developing Regression Tree Using R
  • Interpret Regression Tree Output
  • Another Regression Tree Using R
  • Practical Usage of Regression Tree - Demo Part 1
  • Practical Usage of Regression Tree - Demo Part 2
  • Practical Usage of Regression Tree - Assignment
  • Practical Usage of Regression Tree - Assignment Solution
  • Linear Regression vs Regression Tree
  • CHAID Algorithm
  • CHAID vs CART
  • Check Basic Understanding of Algorithm Behind Decision Tree
  • FAQ - For Algorithm Behind Decision Tree Section
  • Section PDF
  • Appendix Content - Chi Square Statistic
  • Appendix Content - Feel the Chi Square Statistic
  • Appendix Content - Degree of Freedom of a Cross Tab
  • Appendix Content - Chi Square Distribution
  • Entropy of a Node
  • Entropy of a Split
  • ID3 Method
  • Random Forest Method
  • R Syntax for Random Forest
  • Ensemble Learning - Bagging and Boosting
  • Check Basic Understanding of Algorithm Behind Decision Tree  
  • Section FAQ - Other Algorithms of Decision Tree
  • Introduction to Gradient Boosting
  • Why Should You Learn Decision Tree Modeling Using R Certification Training Program in Copperbelt Province Training?

    The annual salary of an Decision Tree Modeling Using R Certification Training Program in Copperbelt Province is $125k.

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    Track Week Days Course Duration Fast Track
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    Course Duration 7 Weekends 3 Hrs. Per Day Online
    Fast Track 8 Days 6+ Hrs. Per Day Online

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    Students Reviews

    Read genuine student reviews on ZebLearn’s expert-led SAP training and foreign language courses. Hear success stories from learners who gained certifications, skills, and career growth!

    Kavita Sinha
    Data Scientist
    The Decision Tree Modeling Using R Certification course from Zeblearn India was highly valuable. The course provided a deep dive into decision tree techniques with R, and the practical exercises helped me apply these methods effectively to real-world data.
    Amit Verma
    Business Intelligence Analyst
    I found the Decision Tree Modeling Using R Certification course to be very insightful. The training covered everything from basic concepts to advanced decision tree techniques, allowing me to enhance my analytical skills and make data-driven decisions.
    Nisha Patel
    Predictive Analytics Specialist
    Zeblearn Indias Decision Tree Modeling Using R Certification course exceeded my expectations. The detailed instruction and hands-on practice with R made it easier for me to build and evaluate decision trees, which has greatly benefited my work in predictive analytics.
    Ravi Kumar
    Data Analyst
    The Decision Tree Modeling Using R Certification course was exceptionally well-organized. The course content was thorough, and the practical exercises using R provided a solid foundation in decision tree modeling, which has been instrumental in my data analysis projects.
    Sanya Gupta
    Quantitative Analyst
    Zeblearn Indias course on Decision Tree Modeling Using R was fantastic. The comprehensive training on decision trees and the hands-on practice with R helped me develop a strong understanding of the technique, enhancing my ability to analyze and interpret complex datasets.

    Decision Tree Modeling Using R Certification Training Program in Copperbelt Province - Flexible batches for you

    Date Type Schedule Time
    SOLD OUT 13 March 2025 Weekend SAT - SUN (08 Week) 18:00 To 20:00
    Filling Img 18 March 2025 Weekday MON - FRI (08 Week) 08:00 To 10:00
    23 March 2025 Weekend MON - FRI (08 Week) 10:00 To 00:00

    Price  1,20,000

    Now  95,000

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