Course on Software Metrics, Statistical Techniques Training
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Training and Workshops Overview

Software Metrics and Statistical Techniques

Seminar/Course Content

This two day course provides a detail aspect of Measures, Metrics and statistical techniques Course focuses on the detail understanding of the Business objects, collection of metrics, monitoring the metrics using the suitable quality tool By this training the audiences will be enable to demonstrate the value of the Quality efforts of the Senior Management

Who Should Attend/Target

Quality Assurance Managers, General Managers, Process Implementation Team Members, Management Representatives, Quality Analyst, Project managers, Team Leaders, Metric analyst,SEPG

Recommended Training and/or Experience

Basic Statistics and Overview of project management practices

Seminar Materials

Each participant will receive a seminar manual including case studies

Seminar Goals

  • Explain the GQM Methodology
  • Standard and model expectation with respect to metrics
  • Explain the Statistical tools
  • Provide an detail understanding of Defect prevention and methodology
  • Provide the methodology to monitor the project quantitatively with the Case Studies
  • Summary of the Regression and Correlation theory

Seminar Outline

Software Metrics

  • Metrics Fundamentals Why Measure, Who needs Measures, Terminology, Measure vs Metric, Ideal Metric Characteristics
  • Classification of Metrics Process, Product, Resource / Other
  • Process Metrics Applicability, Description, Indications, Formula, Units
  • Product Metrics Applicability, Description, Indications, Formula, Units
  • Resource / Other Metrics
  • Data Sources
  • Project Quality Goals and Control Limits
  • Metrics Capability Maturity
  • Measurements Myths
  • Managing projects using Metrics
  • Managing schedules, cost, effort
  • Managing processes using Metrics
  • Process capabilities
  • Process performance
  • Process improvement goals
  • Managing product quality and performance using metrics
  • Defect metrics
  • Performance metrics like Reliability, Maintainability etc
  • GQM (Goal Question Metric) based metrics program management
  • Concepts
  • Application
  • Metrics and process models
  • Metrics and ISO 90012000
  • Metrics and CMM
  • Metrics and CMMI
  • Setting up Metrics program
  • Objective
  • Metrics collection Mechanism
  • Metrics storage and Presentation
  • Metrics tools
  • Statistical Techniques
  • Statistics Fundamentals Definition,
  • Tools for software process management
  • Mean, Median, Mode
  • Standard Deviation and Variance
  • Histograms
  • Correlation and Regression
  • Special and Common Causes of Variation
  • Run Charts and Control Charts
  • Run Charts
  • Xbar R Charts
  • XmR Charts
  • Other Control charts
  • Other Statistical Tools (7 QC Tools)
  • Pie Charts
  • Bar Charts
  • Radar Charts
  • Pareto Charts
  • Curve fitting (Scatter diagrams and correlation)
  • Cause Effect diagrams

Course Sequence TTA TP02

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