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
INTEGRARE-OMNEX FZ LLC. | Building No: 2 | Suite 121 | Dubai Internet City | Dubai | UAE | Phone:04 428 1355 | Mobile: 00971559136610 | Email: info-me@omnex.com
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Latest News
ISO 26262 Training for Automotive Hardware and Software Safety Coming to the U.S.
A new upcoming standard (ISO 26262 - Road Vehicles - Functional Safety) was developed to comply with the needs specific to the application sector of E/E systems within motor vehicles. This standard is currently available as an FDIS in 10 parts and is already being applied worldwide in order to develop safe vehicles. It is expected to be released as a formally accepted ISO standard later this year, and is expected to become a mandate for European Automobiles. Click Here
Omnex is now a PMI (Project Management Institute) Global R.E.P
Omnex Inc. announces it is now approved by Project Management Institute as a PMI Registered Education Provider (R.E.P.) effective May 01, 2010. Omnex plans to launch the PMP Classroom program in several cities and countries with immediate effect, followed by the PgMP and RMP courses that will be launched soon. Click here for more information.
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