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Course Outline
Introduction
- Using mathematical algorithms to extract meaningful information
Using Predictive Analytics Models to Gain Insight on Human Behavior
Collecting Raw Data from Management and Monitoring Technologies
Understanding the Infrastructure Application Stack through Root Cause Analysis
Ranking the Impact of Multiple Root Causes (Service Impact Analysis)
Real-time Application Behavior Learning
Learning Infrastructure Behavior Using Dynamically Baselines Threshold
Determining Which Problems to Go After
Evaluating Analytics Technologies
Carrying Out Machine Learning on Big Data Using an AIOps Platform
Integrating Operations Data Silos
Continuously Fixing and Improving via Automation (CI/CD for core IT functions)
Summary and Conclusion
Requirements
- Experience with IT operations
Audience
- IT managers
- Data analysts
- Business analysts
Testimonials
It gave me a better understanding of Zabbix monitoring
- Leicestershire County Council
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