Kostenlose Online-Kurse in Informatik, IT & KI

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Welcome
- Teaser
- Course Contents and Learning Objectives
- Course Start Survey
Week 1
- 1.1 Software Dependency
- 1.1 Selftest: Software Dependency
- 1.2 Software Development
- 1.2 Selftest: Software Development
- 1.3 Software Complexity
- 1.3 Selftest: Software Complexity
- 1.4 Software Maintenance
- 1.4 Selftest: Software Maintenance
- 1.5 Static Source Code Analysis
- 1.5 Selftest: Static Source Code Analysis
- Homework
- Binder of Week1 Slides
Week 2
- 2.1 Software Metrics
- 2.1 Selftest: Software Metrics
- 2.2 Lines-of-Code (LoC, ...)
- 2.2 Selftest: Lines-of-Code (LoC, ...)
- 2.3 Code Duplicates
- 2.3 Selftest: Code Duplicates
- 2.4 Nesting Level (NL)
- 2.4 Selftest: Nesting Level (NL)
- 2.5 Cyclomatic Complexity (McCabe)
- 2.5 Selftest: Cyclomatic Complexity (McCabe)
- 2.6 Halstead Metrics
- 2.6 Selftest: Halstead Metrics
- 2.7 Module Dependencies
- 2.7 Selftest: Module Dependencies
- 2.8 Object-Oriented Metrics
- 2.8 Selftest: Object-Oriented Metrics
- Homework
- Binder of Week2 Slides
Week 3
- 3.1 Analytics
- 3.1 Selftest: Analytics
- 3.2 Visual Analytics
- 3.2 Selftest: Visual Analytics
- 3.3 Visualization Pipeline
- 3.3 Selftest: Visualization Pipeline
- 3.4 Predictive Analytics
- 3.4 Selftest: Predictive Analytics
- 3.5 Software Analytics
- 3.5 Selftest: Software Analytics
- Homework
- Binder of Week3 Slides
Week 4
- 4.1 Version Control Systems
- 4.1 Selftest: Version Control Systems
- 4.2 Mining Software Repositories
- 4.2 Selftest: Mining Software Repositories
- 4.3 Treemaps
- 4.3 Selftest: Treemaps
- 4.4 2.5D Treemaps
- 4.4 Selftest: 2.5D Treemaps
- 4.5 Hierarchical Circular Bundle Views
- 4.5 Selftest: Hierarchical Circular Bundle Views
- Homework
- Binder of Week4 Slides
Week 5
- 5.1 Software Maps
- 5.1 Selftest: Software Maps
- 5.2 Software Analytics in Practice
- 5.3 Discovering Error-Prone Code
- 5.3 Selftest: Discovering Error-Prone Code
- 5.4 Technical Debts
- 5.4 Selftest: Technical Debts
- 5.5 Risk of Knowledge Drain
- 5.5 Selftest: Risk of Knowledge Drain
- 5.6 Quality Improvements
- 5.6 Selftest: Quality Improvements
- Homework
- Tool: Interactive Software Maps
- Binder of Week5 Slides
Week 6
- 6.1 Code Instrumentation
- 6.1 Selftest: Code Instrumentation
- 6.2 Execution Tracing
- 6.2 Selftest: Execution Tracing
- 6.3 Execution Trace Visualization
- 6.3 Selftest: Execution Trace Visualization
- 6.4 Software Development Effectiveness
- 6.4 Selftest: Software Development Effectiveness
- 6.5 Outlook on Software Analytics
- Binder of Week6 Slides
- Homework
- Hands-On Homework
Final Exam
- Final Exam
- Hands-On Final Exam
Course End Survey
- Survey