Lesson 1: Introduction to IBM Cloud Continuous Delivery
1.1. Overview of IBM Cloud
1.2. Introduction to Continuous Delivery
1.3. Benefits of Continuous Delivery
1.4. Key Components of IBM Cloud Continuous Delivery
1.5. Setting Up Your IBM Cloud Account
1.6. Navigating the IBM Cloud Dashboard
1.7. Introduction to DevOps Practices
1.8. Continuous Integration vs. Continuous Delivery
1.9. Case Studies of Successful Implementations
1.10. Hands-On: Creating Your First IBM Cloud Project
Lesson 2: Understanding CI/CD Pipelines
2.1. Definition of CI/CD Pipelines
2.2. Stages of a CI/CD Pipeline
2.3. Tools for CI/CD in IBM Cloud
2.4. Setting Up a Basic CI/CD Pipeline
2.5. Integrating Version Control Systems
2.6. Automating Build Processes
2.7. Testing Strategies in CI/CD
2.8. Deployment Strategies
2.9. Monitoring and Logging
2.10. Hands-On: Building Your First CI/CD Pipeline
Lesson 3: Advanced CI/CD Pipeline Configuration
3.1. Multi-Stage Pipelines
3.2. Conditional Builds and Deployments
3.3. Parallel Execution in Pipelines
3.4. Integrating Third-Party Services
3.5. Securing Your CI/CD Pipeline
3.6. Managing Secrets and Environment Variables
3.7. Scaling CI/CD Pipelines
3.8. Handling Failures and Retries
3.9. Advanced Logging and Monitoring
3.10. Hands-On: Configuring an Advanced CI/CD Pipeline
Lesson 4: Version Control Integration
4.1. Overview of Version Control Systems
4.2. Integrating Git with IBM Cloud
4.3. Branching Strategies
4.4. Pull Requests and Code Reviews
4.5. Automating Merges and Rebases
4.6. Handling Conflicts
4.7. Tagging and Releases
4.8. Integrating with Other VCS (e.g., SVN)
4.9. Best Practices for Version Control
4.10. Hands-On: Setting Up Git Integration
Lesson 5: Build Automation
5.1. Introduction to Build Automation
5.2. Build Tools (e.g., Maven, Gradle)
5.3. Configuring Build Jobs
5.4. Dependency Management
5.5. Artifact Storage and Management
5.6. Build Caching
5.7. Multi-Platform Builds
5.8. Build Notifications
5.9. Troubleshooting Build Issues
5.10. Hands-On: Automating Build Processes
Lesson 6: Testing in CI/CD
6.1. Types of Tests (Unit, Integration, End-to-End)
6.2. Writing Effective Test Cases
6.3. Test Automation Tools
6.4. Integrating Tests into CI/CD Pipelines
6.5. Test-Driven Development (TDD)
6.6. Behavior-Driven Development (BDD)
6.7. Performance Testing
6.8. Security Testing
6.9. Test Reporting and Analytics
6.10. Hands-On: Implementing Test Automation
Lesson 7: Deployment Strategies
7.1. Overview of Deployment Strategies
7.2. Blue-Green Deployments
7.3. Canary Releases
7.4. Rolling Deployments
7.5. A/B Testing
7.6. Feature Toggles
7.7. Zero-Downtime Deployments
7.8. Deployment Rollbacks
7.9. Deployment Monitoring
7.10. Hands-On: Implementing Deployment Strategies
Lesson 8: Containerization and Orchestration
8.1. Introduction to Containers
8.2. Docker Basics
8.3. Building Docker Images
8.4. Container Orchestration with Kubernetes
8.5. Integrating Containers into CI/CD Pipelines
8.6. Managing Containerized Applications
8.7. Scaling Containers
8.8. Container Security
8.9. Monitoring Containers
8.10. Hands-On: Deploying Containerized Applications
Lesson 9: Infrastructure as Code (IaC)
9.1. Introduction to IaC
9.2. IaC Tools (e.g., Terraform, Ansible)
9.3. Writing IaC Scripts
9.4. Integrating IaC into CI/CD Pipelines
9.5. Managing Infrastructure Changes
9.6. Versioning Infrastructure
9.7. IaC Best Practices
9.8. IaC Security
9.9. IaC Monitoring
9.10. Hands-On: Implementing IaC
Lesson 10: Security in CI/CD
10.1. Overview of CI/CD Security
10.2. Securing Pipelines
10.3. Secret Management
10.4. Static Application Security Testing (SAST)
10.5. Dynamic Application Security Testing (DAST)
10.6. Dependency Scanning
10.7. Compliance and Auditing
10.8. Incident Response in CI/CD
10.9. Security Best Practices
10.10. Hands-On: Securing Your CI/CD Pipeline
Lesson 11: Monitoring and Logging
11.1. Overview of Monitoring and Logging
11.2. Monitoring Tools (e.g., Prometheus, Grafana)
11.3. Logging Tools (e.g., ELK Stack)
11.4. Integrating Monitoring into CI/CD
11.5. Setting Up Alerts and Notifications
11.6. Analyzing Logs
11.7. Performance Monitoring
11.8. Application Health Checks
11.9. Monitoring Best Practices
11.10. Hands-On: Setting Up Monitoring and Logging
Lesson 12: Scaling CI/CD Pipelines
12.1. Overview of Scaling CI/CD
12.2. Horizontal vs. Vertical Scaling
12.3. Load Balancing
12.4. Auto-Scaling Groups
12.5. Distributed Builds
12.6. Scaling Databases
12.7. Scaling Microservices
12.8. Scaling Best Practices
12.9. Cost Management
12.10. Hands-On: Scaling Your CI/CD Pipeline
Lesson 13: Microservices Architecture
13.1. Introduction to Microservices
13.2. Designing Microservices
13.3. Communication Between Microservices
13.4. Service Discovery
13.5. API Gateways
13.6. Data Management in Microservices
13.7. Microservices Deployment
13.8. Microservices Monitoring
13.9. Microservices Security
13.10. Hands-On: Building Microservices
Lesson 14: Serverless Architecture
14.1. Introduction to Serverless
14.2. Serverless Providers (e.g., IBM Cloud Functions)
14.3. Building Serverless Applications
14.4. Event-Driven Architecture
14.5. Serverless Deployment
14.6. Serverless Monitoring
14.7. Serverless Security
14.8. Serverless Cost Management
14.9. Serverless Best Practices
14.10. Hands-On: Deploying Serverless Applications
Lesson 15: Advanced DevOps Practices
15.1. Overview of Advanced DevOps Practices
15.2. Value Stream Mapping
15.3. Continuous Feedback
15.4. Chaos Engineering
15.5. Site Reliability Engineering (SRE)
15.6. AIOps
15.7. DevSecOps
15.8. DevOps Culture and Teams
15.9. DevOps Metrics and KPIs
15.10. Hands-On: Implementing Advanced DevOps Practices
Lesson 16: Hybrid and Multi-Cloud Strategies
16.1. Overview of Hybrid and Multi-Cloud
16.2. Hybrid Cloud Architecture
16.3. Multi-Cloud Architecture
16.4. Cloud Migration Strategies
16.5. Cloud Interoperability
16.6. Cloud Security and Compliance
16.7. Cloud Cost Management
16.8. Cloud Monitoring and Logging
16.9. Cloud Best Practices
16.10. Hands-On: Implementing Hybrid and Multi-Cloud Strategies
Lesson 17: AI and Machine Learning in CI/CD
17.1. Introduction to AI and ML in CI/CD
17.2. Automating Test Generation
17.3. Predictive Monitoring
17.4. Anomaly Detection
17.5. Automated Code Reviews
17.6. ML Model Deployment
17.7. ML Model Monitoring
17.8. AI-Driven Optimization
17.9. Ethical Considerations in AI/ML
17.10. Hands-On: Integrating AI/ML into CI/CD
Lesson 18: Compliance and Governance
18.1. Overview of Compliance and Governance
18.2. Regulatory Compliance (e.g., GDPR, HIPAA)
18.3. Audit Trails
18.4. Policy Enforcement
18.5. Access Controls
18.6. Data Governance
18.7. Compliance Reporting
18.8. Governance Best Practices
18.9. Risk Management
18.10. Hands-On: Implementing Compliance and Governance
Lesson 19: Performance Engineering
19.1. Overview of Performance Engineering
19.2. Performance Testing Tools
19.3. Load Testing
19.4. Stress Testing
19.5. Performance Monitoring
19.6. Performance Optimization
19.7. Capacity Planning
19.8. Performance Best Practices
19.9. Performance Reporting
19.10. Hands-On: Conducting Performance Engineering
Lesson 20: Disaster Recovery and Business Continuity
20.1. Overview of Disaster Recovery
20.2. Business Continuity Planning
20.3. Backup and Restore Strategies
20.4. High Availability Architecture
20.5. Failover Mechanisms
20.6. Disaster Recovery Testing
20.7. Incident Response Planning
20.8. Recovery Time Objective (RTO) and Recovery Point Objective (RPO)
20.9. Disaster Recovery Best Practices
20.10. Hands-On: Implementing Disaster Recovery
Lesson 21: Advanced Container Management
21.1. Overview of Advanced Container Management
21.2. Container Networking
21.3. Container Storage
21.4. Container Security
21.5. Container Orchestration Best Practices
21.6. Service Mesh
21.7. Container Observability
21.8. Container Cost Management
21.9. Container Lifecycle Management
21.10. Hands-On: Managing Containers
Lesson 22: API Management
22.1. Overview of API Management
22.2. API Design Principles
22.3. API Gateways
22.4. API Security
22.5. API Rate Limiting
22.6. API Monitoring
22.7. API Documentation
22.8. API Versioning
22.9. API Best Practices
22.10. Hands-On: Managing APIs
Lesson 23: Advanced Monitoring Techniques
23.1. Overview of Advanced Monitoring
23.2. Distributed Tracing
23.3. Application Performance Management (APM)
23.4. Real-User Monitoring (RUM)
23.5. Synthetic Monitoring
23.6. Monitoring Microservices
23.7. Monitoring Serverless Applications
23.8. Monitoring Best Practices
23.9. Monitoring Tools Comparison
23.10. Hands-On: Implementing Advanced Monitoring
Lesson 24: Advanced Security Practices
24.1. Overview of Advanced Security Practices
24.2. Threat Modeling
24.3. Penetration Testing
24.4. Security Information and Event Management (SIEM)
24.5. Intrusion Detection Systems (IDS)
24.6. Intrusion Prevention Systems (IPS)
24.7. Security Orchestration, Automation, and Response (SOAR)
24.8. Security Best Practices
24.9. Security Tools Comparison
24.10. Hands-On: Implementing Advanced Security Practices
Lesson 25: Advanced Logging Techniques
25.1. Overview of Advanced Logging
25.2. Centralized Logging
25.3. Log Aggregation
25.4. Log Parsing and Analysis
25.5. Log Retention Policies
25.6. Log Security
25.7. Logging Best Practices
25.8. Logging Tools Comparison
25.9. Logging in Microservices
25.10. Hands-On: Implementing Advanced Logging
Lesson 26: Advanced Deployment Strategies
26.1. Overview of Advanced Deployment Strategies
26.2. Progressive Delivery
26.3. Feature Flags
26.4. Dark Launches
26.5. Deployment Automation
26.6. Deployment Rollbacks
26.7. Deployment Monitoring
26.8. Deployment Best Practices
26.9. Deployment Tools Comparison
26.10. Hands-On: Implementing Advanced Deployment Strategies
Lesson 27: Advanced Build Automation
27.1. Overview of Advanced Build Automation
27.2. Multi-Stage Builds
27.3. Build Caching
27.4. Build Parallelization
27.5. Build Security
27.6. Build Notifications
27.7. Build Best Practices
27.8. Build Tools Comparison
27.9. Build Troubleshooting
27.10. Hands-On: Implementing Advanced Build Automation
Lesson 28: Advanced Testing Techniques
28.1. Overview of Advanced Testing Techniques
28.2. Test Automation Frameworks
28.3. Test Data Management
28.4. Test Environment Management
28.5. Test Parallelization
28.6. Test Security
28.7. Test Reporting
28.8. Test Best Practices
28.9. Test Tools Comparison
28.10. Hands-On: Implementing Advanced Testing Techniques
Lesson 29: Advanced Infrastructure as Code (IaC)
29.1. Overview of Advanced IaC
29.2. IaC Versioning
29.3. IaC Security
29.4. IaC Compliance
29.5. IaC Best Practices
29.6. IaC Tools Comparison
29.7. IaC Troubleshooting
29.8. IaC Monitoring
29.9. IaC Cost Management
29.10. Hands-On: Implementing Advanced IaC
Lesson 30: Advanced Microservices Architecture
30.1. Overview of Advanced Microservices Architecture
30.2. Microservices Communication Patterns
30.3. Microservices Data Management
30.4. Microservices Security
30.5. Microservices Monitoring
30.6. Microservices Best Practices
30.7. Microservices Tools Comparison
30.8. Microservices Troubleshooting
30.9. Microservices Scaling
30.10. Hands-On: Implementing Advanced Microservices Architecture
Lesson 31: Advanced Serverless Architecture
31.1. Overview of Advanced Serverless Architecture
31.2. Serverless Event Sources
31.3. Serverless Security
31.4. Serverless Monitoring
31.5. Serverless Cost Management
31.6. Serverless Best Practices
31.7. Serverless Tools Comparison
31.8. Serverless Troubleshooting
31.9. Serverless Scaling
31.10. Hands-On: Implementing Advanced Serverless Architecture
Lesson 32: Advanced DevOps Practices
32.1. Overview of Advanced DevOps Practices
32.2. DevOps Culture and Leadership
32.3. DevOps Metrics and KPIs
32.4. DevOps Toolchains
32.5. DevOps Security
32.6. DevOps Compliance
32.7. DevOps Best Practices
32.8. DevOps Tools Comparison
32.9. DevOps Troubleshooting
32.10. Hands-On: Implementing Advanced DevOps Practices
Lesson 33: Advanced Hybrid and Multi-Cloud Strategies
33.1. Overview of Advanced Hybrid and Multi-Cloud Strategies
33.2. Hybrid Cloud Security
33.3. Multi-Cloud Security
33.4. Hybrid Cloud Monitoring
33.5. Multi-Cloud Monitoring
33.6. Hybrid Cloud Cost Management
33.7. Multi-Cloud Cost Management
33.8. Hybrid and Multi-Cloud Best Practices
33.9. Hybrid and Multi-Cloud Tools Comparison
33.10. Hands-On: Implementing Advanced Hybrid and Multi-Cloud Strategies
Lesson 34: Advanced AI and Machine Learning in CI/CD
34.1. Overview of Advanced AI and ML in CI/CD
34.2. AI-Driven Testing
34.3. AI-Driven Monitoring
34.4. AI-Driven Security
34.5. AI-Driven Optimization
34.6. AI-Driven Compliance
34.7. AI and ML Best Practices
34.8. AI and ML Tools Comparison
34.9. AI and ML Troubleshooting
34.10. Hands-On: Implementing Advanced AI and ML in CI/CD
Lesson 35: Advanced Compliance and Governance
35.1. Overview of Advanced Compliance and Governance
35.2. Compliance Automation
35.3. Governance Automation
35.4. Compliance Reporting
35.5. Governance Reporting
35.6. Compliance Best Practices
35.7. Governance Best Practices
35.8. Compliance Tools Comparison
35.9. Governance Tools Comparison
35.10. Hands-On: Implementing Advanced Compliance and Governance
Lesson 36: Advanced Performance Engineering
36.1. Overview of Advanced Performance Engineering
36.2. Performance Testing Automation
36.3. Performance Monitoring Automation
36.4. Performance Optimization Techniques
36.5. Performance Best Practices
36.6. Performance Tools Comparison
36.7. Performance Troubleshooting
36.8. Performance Reporting
36.9. Performance Scaling
36.10. Hands-On: Implementing Advanced Performance Engineering
Lesson 37: Advanced Disaster Recovery and Business Continuity
37.1. Overview of Advanced Disaster Recovery
37.2. Advanced Business Continuity Planning
37.3. Advanced Backup and Restore Strategies
37.4. Advanced High Availability Architecture
37.5. Advanced Failover Mechanisms
37.6. Advanced Disaster Recovery Testing
37.7. Advanced Incident Response Planning
37.8. Advanced RTO and RPO
37.9. Advanced Disaster Recovery Best Practices
37.10. Hands-On: Implementing Advanced Disaster Recovery
Lesson 38: Advanced Container Management
38.1. Overview of Advanced Container Management
38.2. Advanced Container Networking
38.3. Advanced Container Storage
38.4. Advanced Container Security
38.5. Advanced Container Orchestration
38.6. Advanced Service Mesh
38.7. Advanced Container Observability
38.8. Advanced Container Cost Management
38.9. Advanced Container Lifecycle Management
38.10. Hands-On: Implementing Advanced Container Management
Lesson 39: Advanced API Management
39.1. Overview of Advanced API Management
39.2. Advanced API Design Principles
39.3. Advanced API Gateways
39.4. Advanced API Security
39.5. Advanced API Rate Limiting
39.6. Advanced API Monitoring
39.7. Advanced API Documentation
39.8. Advanced API Versioning
39.9. Advanced API Best Practices
39.10. Hands-On: Implementing Advanced API Management
Lesson 40: Capstone Project: End-to-End CI/CD Implementation
40.1. Project Overview and Planning
40.2. Setting Up the Project Environment
40.3. Implementing Version Control Integration
40.4. Configuring Build Automation
40.5. Implementing Testing Strategies
40.6. Setting Up Deployment Strategies
40.7. Integrating Containerization and Orchestration
40.8. Implementing Infrastructure as Code
40.9. Ensuring Security and Compliance
40.10. Monitoring and Logging the Implementation
Reviews
There are no reviews yet.