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Course Outline
Introduction to Predictive AI in DevOps
- Fundamentals of Predictive AI
- The intersection of AI and DevOps
- Overview of predictive analytics in software delivery
Predictive Analytics and Modeling
- Understanding data-driven predictions
- Building predictive models for DevOps
- Tools and platforms for predictive analytics
AI-Driven Development Environments
- Setting up AI-enhanced development environments
- Predictive AI for coding and version control
- Integrating AI into continuous integration/continuous deployment (CI/CD) pipelines
Predictive AI in Testing and Quality Assurance
- AI for automated testing and error prediction
- Enhancing code quality with predictive insights
- Predictive models for performance and security testing
AI in Operations and Monitoring
- Predictive AI for system monitoring and alerts
- AI-driven root cause analysis
- Predictive maintenance and incident prevention
Case Studies and Best Practices
- Real-world applications of predictive AI in DevOps
- Best practices for implementing predictive AI
- Lessons learned from industry leaders
Workshop and Hands-On Labs
- Interactive sessions with predictive AI tools
- Simulations of predictive AI in DevOps scenarios
- Group projects on implementing predictive AI features
Ethical Considerations and Future Trends
- Ethical use of AI in DevOps
- Navigating the challenges of predictive AI
- Emerging trends and the future of AI in DevOps
Summary and Next Steps
Requirements
- An understanding of basic DevOps principles
- Experience with continuous integration and continuous deployment (CI/CD)
- Familiarity with data analytics and machine learning concepts
Audience
- DevOps engineers
- Software developers
- IT professionals
14 Hours
Delivery Options
Private Group Training
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- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from €4560 online delivery, based on a group of 2 delegates, €1440 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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