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Performance Forecasting using Statistical Modelling Techniques
Duration : 2 days
Course Overview
This course is designed to teach how to use statistical modeling techniques to perform performance extrapolation for applications running in production using practical case studies on R Platform.
Audience
Performance Testers, Performance Engineers, Performance Testing Consultants
Pre-requisites
Should have experience in performance testing
Course Outline
- Introduction to Performance Forecasting Techniques
- Statistical Modelling versus Machine Learning Techniques
- Need for Post Production Performance Forecasting analysis
- Overview of Statistical Modelling Techniques useful for ongoing production performance analysis
- Introduction to R statistical platform
- Howtos in carrying out various statistical modeling / machine learning techniques using R platform