Technologies / Automation & RPA

AIOps: Automate and optimize IT operations using AI

Szkolenie wprowadza uczestników w koncepcję AIOps i praktyczne wykorzystanie sztucznej inteligencji w operacjach IT. Program obejmuje strategiczne podejście do transformacji od reaktywnego do proaktywnego zarządzania infrastrukturą. Uczestnicy poznają narzędzia AI wspierające monitorowanie, analitykę i automatyzację procesów IT. Zajęcia prowadzone są w formie warsztatów z symulacjami rzeczywistych scenariuszy operacyjnych.

Issues

AIOps and its implementation in the organization
Artificial Intelligence for IT Operations
Proactive management of IT infrastructure
Automatic detection of anomalies
Predictive analytics in IT
Machine Learning in IT operations
Intelligent systems monitoring
Root Cause Analysis using AI
MLOps and governance of ML models
AIOps platforms and their integration
Digital Transformation IT Operations
Site Reliability Engineering with AI

This training is part of the path:

AI Academy

Benefits

They will gain a deep understanding of the AIOps concept and its place in modern IT management
They will master the ability to identify areas in the organization where AIOps will benefit the most
They will learn to evaluate and select the right AIOps tools and platforms for their needs
They will be able to design an AIOps solution architecture integrated with existing infrastructure
They will develop competence in implementing intelligent monitoring and automatic anomaly detection
They will receive practical knowledge of managing ML models in an IT production environment
They will gain skills in planning and leading an organizational transformation towards AIOps
They will be prepared for a leadership role in implementing AI-driven IT operations

Who is this training for?

IT systems administrators

DevOps Specialists and Site Reliability Engineers.

IT Operations Managers

IT solution architects

Infrastructure monitoring specialists

Information systems analysts

IT consultants specializing in automation

Engineers responsible for service availability

Prerequisites

Experience in IT systems and infrastructure management
Knowledge of basic concepts of monitoring and alerting
Basic knowledge of IT process automation
Familiarity with DevOps and Agile concepts
Openness to AI technologies and machine learning

Training program

The role of Big Data, ML and automation
Differences from traditional IT Operations
Trends and prospects for development
Business and technical benefits of AIOps
Moving from reactive to proactive management
Predictive infrastructure management
Reduce MTTR and increase availability

AIOps use cases in practice
Intelligent monitoring and alerting
Automatic detection of anomalies

Predictive maintenance of systems
Overview of AIOps platforms and tools
Analysis of available market solutions
Criteria for choosing the right platform
Integration with existing tools
Comparison of functionality and capabilities
Challenges in implementing AIOps
Data quality and availability
Integration with legacy systems

Building trust in AI systems

Lifecycle ML models in IT operations
Continuous training and drift model
Performance monitoring of AI models
Governance and compliance in MLOps
Practical workshops and simulations
Analysis of case studies from various industries
Simulation of anomaly detection

Implementation plan in the organization

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

What are the prerequisites for this training?

For AIOps: Automate and optimize IT operations using AI we recommend: Experience in IT systems and infrastructure management; Knowledge of basic concepts of monitoring and alerting; Basic knowledge of IT process automation.

What is the format and duration of this training?

The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: IT systems administrators; DevOps Specialists and Site Reliability Engineers.; IT Operations Managers.