Artificial intelligence in IT operations
An advanced workshop on implementing artificial intelligence in IT operational processes for reducing incident response times and eliminating false alarms. The program covers anomaly detection, intelligent alert systems and automation of recovery playbooks. The methodology combines theory with hands-on labs for building a pipeline of anomaly detection and automated interventions. The workshop focuses on achieving measurable benefits in MTTR and system availability.
Issues
-
AI in IT operations
-
Anomaly detection
-
Smart alert systems
-
IT automation
-
Reduction of alert noise
-
Predicting failure
-
Correlation of events
-
Self-repairing systems
-
MTTR optimization
-
Proactive IT operations
-
Machine learning in IT
-
Automatic playbooks
Benefits
- To reduce incident response time (MTTR) by 50-70% through automatic detection and diagnosis
- The training will drastically reduce false alarms through intelligent filters
- The workshop will enable increased system availability by predicting problems before they occur
- After the training, the efficiency of operational teams will increase by focusing on real problems
- Knowledge about optimizing IT operations costs by automating routine tasks
- The training will improve the quality of IT services by taking a proactive approach to infrastructure management
- Participants will be able to formalize systems knowledge in intelligent playbooks available 24/7
Who is this training for?
Prerequisites
- Experience in systems administration and IT infrastructure
- Knowledge of monitoring tools and log analysis basics
- Ability to create automation scripts and work with APIs
- Basic knowledge of machine learning and data analysis
Training program
basics of AI in IT operations
- Applications of machine learning in IT ops
- Anomaly detection in system metrics
- Correlation of events and root cause analysis
- Failure prediction and maintenance planning
smart alert systems
- Reduction of alert noise by ML
- Dynamic thresholds and business context
- Priority classification and escalation
- Grouping and correlation of related events
automation of repair and response
- Smart self-repair playbooks
- Decision trees of automatic interventions
- Validation of the effectiveness of automatic actions
- Safe limits of automation
Implementation and ROI
- AI pipeline architecture for operations
- Integration with existing monitoring systems
- Measuring efficiency and return on investment
- Plan 60-90 days of solution implementation
Delivery Methods
Online
- Convenience of participating from anywhere
- Interactive live sessions with trainer
- Materials available for 30 days
- No travel costs
On-site
- Direct contact with trainer and group
- Intensive hands-on workshops
- Networking with other participants
- Full focus on learning
Frequently asked questions
Who is the Artificial intelligence in IT operations training for?
This training is designed for professionals looking to develop skills in artificial intelligence in it operations. Required level: advanced.
How long is the Artificial intelligence in IT operations training?
The training lasts 2. Available in online or on-site format.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.
Can this training be conducted for a closed group?
Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.
Request a quote
Funding Options
Check funding options for your company
Development Services Database
Up to 80% funding for SMEs from EU funds
Check availabilityNational Training Fund
Up to 100% funding for employers
Learn moreTrusted by
We train teams at Poland's largest companies
Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.