AIOps Course - Artificial Intelligence for IT Operations

SKU: 2148
8 Lesson
|
30 Hours
igmGuru offers the best AIOps course online worldwide. This comprehensive AIOps training program covers key topics such as event correlation, anomaly detection, predictive analytics, root cause analysis, incident management, and automation in IT operations. These AIOps course modules are designed by our industry experts who have more than 15 years of real-world and teaching experience in Artificial Intelligence for IT Operations. After this course completion, a person can appear for the latest AIOps certification exam and become certified.
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AIOps Training Online

AIOps Course Overview

Prerequisites

  • Basic IT operations knowledge
  • Familiarity with cloud platforms (AWS, Azure, or GCP)
  • Understanding of networking concepts
  • Basics of AI/ML (optional)

What You Will Learn

  1. Basics of AIOps and its importance
  2. Event correlation, anomaly detection, root cause analysis
  3. Applying machine learning in IT operations
  4. Working with logs, metrics, and event data
  5. Using AIOps platforms and ITSM integration
  6. AIOps in cloud and DevOps environments
  7. Key metrics: MTTD, MTTR, SLIs, SLOs
  8. Best practices for AIOps implementation

Key Features

Course Curriculum

1. Definition and Importance of AIOps
2. Evolution from Traditional IT Operations to AIOps
3. Key Benefits and Industry Use Cases
1. Event Correlation and Noise Reduction
2. Anomaly Detection Techniques
3. Root Cause Analysis with AI/ML
4. Predictive Analytics in IT Operations
1. Big Data in IT Operations
2. Sources of Data: Logs, Metrics, Traces, Events
3. Data Quality and Normalization
4. Handling Complex and Diverse Data
1. Role of Machine Learning in IT Operations
2. Supervised vs. Unsupervised Learning
3. Model Training and Validation
4. Applying ML to Incident Management
1. Overview of Leading AIOps Platforms (IBM, Moogsoft, Broadcom, Splunk, Dynatrace)
2. Architecture of AIOps Solutions
3. Integration with ITSM Tools (ServiceNow, Jira, BMC Remedy)
4. Automation through Runbooks and Playbooks
1. AIOps in Hybrid and Cloud Environments (AWS, Azure, GCP)
2. Role of AIOps in DevOps and Site Reliability Engineering (SRE)
3. Automating Continuous Monitoring and Incident Response
1. Key Metrics: MTTD, MTTR, MTBF
2. Service Level Indicators (SLIs), Objectives (SLOs), and Agreements (SLAs)
3. Business Value Measurement with AIOps
1. Steps for Implementing AIOps in an Organization
2. Challenges and Best Practices
3. Security and Compliance Considerations
4. Data Privacy and Ethical Use of AI
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Course Fees

Online Class Room Program

US $ 799.00
100% Money Back Guarantee
  • Duration : 30 Hrs
  • Plus Self Paced

Classes Starting From

  • Fast Track Batch 16 Jun 2026
  • Weekday Batch 22 Jun 2026
  • Weekend Batch 20 Jun 2026

Corporate Training

Corporate Training
  • Customized Training Delivery Model
  • Flexible Training Schedule Options
  • Industry Experienced Trainers
  • 24x7 Support
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AIOps Certification Exams

Our training prepares you for globally recognized AIOps certifications. Below are the details:

AIOps Foundation Certification - DevOps Institute (PeopleCert)

IBM Certified Administrator - Cloud Pak for Watson AIOps

Exam Format:

  • Exam Mode: Online
  • Question Type: Multiple-choice
  • Duration: 60–90 minutes
  • Passing Score: 65–70% (may vary per exam)
  • Language: English
AIOps Certification Exams

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