Practical Business Analytics with R Course Trainings

My-Classes is pleased to anounce the avialability of Practical business analytics with R course online and class-room trainings.

R Analytics Course Content

  1. Basics of Analytics & Predictive Modeling
    • Introduction to analytics
    • Different types of analytics
    • Modelling methodology
  2. Basics of R
    • R Language basics
    • Data types and Vector operations
    • Difference between traditional programming & R programming
    • R Studio IDE
  3. Predictive Modelling
    • Supervised Learning
    • Unsupervised Learning
    • Clustering
    • Classification
  4. R for Analytics
    • Regression
    • K-Means
    • Decision Trees
    • Random Forests
    • Visualization methods
    • Time-series Analysis
    • Web scraping methods
    • Connecting Facebook to R
    • Text Processing with R
  5. Practical Real-World Business Cases
    • Customer Churn Analysis
      • How to identify the customers who will stay and who will leave your service?
    • Market Basket Analysis
      • What are the items customer ordering together more frequently?
    • Credit Risk Modeling
      • How to identify customers who are likely to default a loan?
    • Social Media Sentiment Analysis
      • What customers are feeling about your brand in social media?