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Computer Science
DevOps and SRE
DevOps
1. Introduction to DevOps
2. DevOps Culture and Organizational Change
3. Foundational Frameworks and Methodologies
4. Version Control and Source Code Management
5. Continuous Integration
6. Continuous Delivery and Deployment
7. Infrastructure as Code
8. Containerization
9. Container Orchestration
10. Monitoring and Observability
11. Cloud Computing and DevOps
12. Security in DevOps (DevSecOps)
13. Advanced DevOps Practices
14. DevOps Metrics and Measurement
15. DevOps Transformation and Adoption
14.
DevOps Metrics and Measurement
14.1.
Key Performance Indicators
14.1.1.
DORA Metrics
14.1.1.1.
Deployment Frequency
14.1.1.2.
Lead Time for Changes
14.1.1.3.
Change Failure Rate
14.1.1.4.
Mean Time to Recovery
14.1.2.
Business Metrics
14.1.2.1.
Customer Satisfaction
14.1.2.2.
Revenue Impact
14.1.2.3.
Time to Market
14.1.3.
Operational Metrics
14.1.3.1.
System Availability
14.1.3.2.
Performance Metrics
14.1.3.3.
Resource Utilization
14.2.
Measurement Strategies
14.2.1.
Baseline Establishment
14.2.1.1.
Current State Assessment
14.2.1.2.
Benchmark Identification
14.2.1.3.
Goal Setting
14.2.2.
Continuous Measurement
14.2.2.1.
Automated Data Collection
14.2.2.2.
Real-time Dashboards
14.2.2.3.
Trend Analysis
14.2.3.
Improvement Tracking
14.2.3.1.
Progress Monitoring
14.2.3.2.
Goal Achievement
14.2.3.3.
Continuous Adjustment
14.3.
Data-Driven Decision Making
14.3.1.
Analytics and Reporting
14.3.1.1.
Data Visualization
14.3.1.2.
Statistical Analysis
14.3.1.3.
Predictive Analytics
14.3.2.
Experimentation
14.3.2.1.
A/B Testing
14.3.2.2.
Feature Flags
14.3.2.3.
Hypothesis Testing
14.3.3.
Feedback Loops
14.3.3.1.
Customer Feedback
14.3.3.2.
Team Retrospectives
14.3.3.3.
Process Improvement
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13. Advanced DevOps Practices
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15. DevOps Transformation and Adoption