|
Quantitative
Process Management
(2 Day workshop)
Register Online
"This workshop will provide practical insights into using quantitative and simple statistical techniques with a special focus on understanding variation."
Workshop
Objectives
One of the major barriers for effective implementation of measurement techniques in the organizations is
- Theory that is taught all around about statistics without practical insight
- Fear associated with numbers
- Skepticism about usefulness of statistical techniques
Workshop is for the practitioners who would like to
- Understand principles behind using quantitative and simple statistical techniques in software projects
- Understand variation in the process and to use control charts effectively to make decisions and manage the projects effectively
- Understand how to create organization performance or capability
- Avoid pitfalls when implementing a mature measurement program in the organization.
- Implement CMM/CMMI Level 4 process areas effectively (QPM and OPP)
Workshop
Benefits
A Workshop is case study oriented to provide hands-on experience. The case studies covered in the workshop are derived from practical scenarios. The course provides different perspectives of analysis techniques. Understanding stability, variation and capability of processes will build a foundation for effective continuous process improvements.
Who
Should Attend
- It is expected that participants will have some understanding of process and metrics.
- Project Managers
- Software Engineers (with at least 3 years experience)
- Software QA Professionals (SEPG/SQA)
- Experienced support professionals (IT support, Training)
Workshop
Content
PART 1
- Business objectives and process characteristics
Process vs. metrics
- Measurement Scales
- Product & Process Metrics
- Creating control charts
- Using EXCEL
- Normal and other distributions
- Understanding variation
- Common causes vs. special
causes
PART 2
- Applying quantitative and statistical techniques in managing projects
- Identifying process and sub-processes
for analysis
- Typical metrics used in development
projects
- Typical metrics used in maintenance/support
projects
- Goal setting, strategy and
actions
- Natural limits vs. Goals
- Process capability control
charts using project data
- Process stability considerations
- Identifying common causes
vs. special causes
- Bringing process under control
- 7 QC tools
PART 3
- Organization process performance
- Collecting data
- Scrubbing data
- Determining organization
performance/capability
- Defining performance models
PART 4
- Implementing mature measurement
program
Understanding QPM and OPP process areas of CMM
- Typical work-products of
the practices of CMMI Maturity Level 4 Process Areas
- Implementation framework
- Pitfalls to be avoided when
implementing an advanced measurement program
To help participants to practice real-life scenarios, typical case-studies included in the workshop are listed here.
- Control charts in development
projects
- Control charts in maintenance
projects
- Understanding variations
- Techniques such as
Correlation analysis
|