AI in DevOps / AIOps Training

Iteanz’s AI in DevOps / AIOps Training focuses on the synergy between continuous delivery and artificial intelligence, empowering professionals to manage and scale high-performance IT operations. The course moves beyond traditional manual monitoring and troubleshooting to address the complexity of modern, high-velocity infrastructure through intelligent automation and data-driven insights. You will learn to integrate machine learning into CI/CD pipelines, automate root cause analysis, and utilize predictive analytics to anticipate system failures before they impact the end user.

Key areas include: Implementing anomaly detection within distributed systems and microservices, Optimizing resource allocation and cost management using AI-driven scaling, Mastering observability to transform vast amounts of log data into actionable intelligence, Building self-healing infrastructure that automatically remediates common operational issues. This hands-on program is designed to transform DevOps engineers into AIOps specialists capable of orchestrating the next generation of intelligent, resilient, and autonomous software delivery systems.

Understand AIOps Architecture: Grasp the core components of AIOps and how it integrates with existing DevOps frameworks.

Implement Anomaly Detection: Use ML models to identify unusual patterns in logs, metrics, and traces.

Automate Root Cause Analysis (RCA): Shift from manual troubleshooting to AI-driven diagnostic insights.

Optimize CI/CD Pipelines: Apply AI for predictive testing, automated code reviews, and deployment risk assessment.

Design Self-Healing Systems: Build workflows that automatically remediate common infrastructure failures.

Master Observability: Transition from simple monitoring to deep, AI-powered observability.

DevOps Engineers seeking to add AI-driven automation to their skillset.

Site Reliability Engineers (SREs) focusing on system resilience and uptime.

IT Operations Professionals wanting to move beyond manual monitoring.

System Administrators and Cloud Engineers managing complex hybrid-cloud environments.

Data Scientists interested in the operational side of ML (MLOps/AIOps).

IT Managers & Decision Makers aiming to implement AIOps strategies in their organizations.

Evolution of IT Operations: From SysAdmin to DevOps to AIOps.
Core Concepts: AI, Machine Learning, and Big Data in the context of DevOps.
The AIOps Market: Trends, business value, and ROI.
Challenges of Modern IT: Complexity, data silos, and alert fatigue.

Data Ingestion: Collecting logs, metrics, events, and traces (The "Big Data" of IT).
Telemetery and Instrumentation: Using OpenTelemetry for data collection.
Event Correlation: Aggregating diverse data points into meaningful incidents.
Real-time vs. Batch Processing for operations data.

Anomaly Detection: Statistical methods vs. Deep Learning for spotting outliers.
Predictive Analytics: Forecasting capacity needs and potential system failures.
NLP for Logs: Using Natural Language Processing to categorize and analyze unstructured log data.
Clustering: Grouping similar alerts to reduce noise.

Noise Reduction: Filtering "false positives" using AI.
AI-Driven Root Cause Analysis (RCA): Identifying the "needle in the haystack."
Automated Remediation: Creating "self-healing" runbooks with Ansible and Jenkins.
Case Studies: Real-world intelligent monitoring implementations.

AI-Powered Testing: Predicting which tests are most likely to fail to optimize test suites.
Intelligent Code Review: Automated security and performance defect prediction.
Deployment Risk Assessment: Using ML to score the safety of a production release.
Continuous Feedback Loops: Using production AI insights to improve development.

GenAI for Scripting: Automating Terraform and Ansible code generation.
Log Summarization: Using LLMs to summarize complex incident reports.
ChatOps: Building AI-powered bots for Slack/Microsoft Teams to manage infrastructure.

AI-driven threat detection and vulnerability scanning.
Automated compliance audits using AI.
Data Privacy and Ethical AI in operations.

Hands-on Project: Implementing an end-to-end AIOps solution on a cloud environment (AWS/Azure).
Building an AIOps Roadmap: Identifying KPIs and high-impact use cases.
Integration with ITSM tools (ServiceNow, Jira).

Expert Trainers

Learn from experienced professionals and industry experts with real-world knowledge.

Hands-On Training

Gain practical experience through real-world scenarios, projects, and interactive exercises.

Customizable Corporate Training

Tailored solutions to meet the unique needs of organisations and teams.

Certifications & Assistance

Courses are aligned with international standards and we also help you to prepare for globally recognised certifications.

Global Recognition

Trusted by individuals and enterprises worldwide, with a track record of successful alumni and partnerships.

24 x 7 Expert Support

We have a 24x7 online support team to resolve all your technical queries, through a ticket-based tracking system, for a lifetime.

“Transformative curriculum focusing on AI-driven automation for CI/CD. Instructors provided hands-on experience with tools like Kubeflow for anomaly detection. The post-session support from Iteanz for configuring our own pipelines was invaluable and technically robust.”

Ramya Reddy

Platform Engineer

“Gained profound insights into leveraging AI for infrastructure cost optimization and self-healing systems. The faculty's real-world case studies on neural networks for forecasting were brilliant. Support was always available for complex Terraform-AI module deployments.”

Sreerupa Rai

Cloud Architect

“This course brilliantly bridges the gap between AI theory and practical DevOps action. The instructors made complex topics engaging and relatable. Entire Iteanz team was consistently helpful and encouraging throughout the learning journey. Highly recommended!”

Shashi Krishna

IT Manager

“An excellent course for understanding the 'why' and 'how' of AI in modern operations. The content was fresh, directly applicable, and far from dry theory. Top-notch, responsive support that made all the difference in applying my new skills.”

Shoumik Bannerjee

Tech Lead

Iteanz is providing 100% placement assistance on our key courses. We help you with career counseling, Exams on Key courses, Mock Interviews and Technical Interviews Tips.

Landing an interview proves that you have the job-specific skills for the position, but how do your interview skills stack up? Also, Soft skills are often the most important factor in showing you're the best candidate for the job.

Hence we are conducting FREE TRAINING on Soft-Skills worth Rs-25,000 to all Iteanz students which will help you to attend the interviews with more confidence.

Yes. We arrange a free demo for all the courses either in the Classroom or Live-Online demo. Please fill the demo request form to schedule a free demo.

You will never miss a lecture at myTectra. You can choose either of the two options:

Classroom Training:

If you miss one or a few classes we can give a backup class based on the trainer and your convenient time.
In case you miss many classes, we can reschedule your class with upcoming batches or other running batches based on how many course topics you have completed so far.

Live-Online Training:

View the recorded session of the class available in your LMS.
You can attend the missed session, in any other live batch.

Just give us a CALL at +91-80-468-10331 OR email at info@iteanz.com

Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email for both classroom training and Online training.

Visa Debit/Credit Card
American Express and Diners Club Card
Master Card
PayPal
Net Banking/Wire Transfer
UPI Payment such as Google Pay, PhonePe, Paytm
Cash/Cheque/DD ( Not for Online Training )

For Individual:

Classroom Training - Bangalore

Live-Online Training - Globally

For Corporates:

Classroom Training - We deliver classroom training for corporate in more than 20 countries. Send us an Enquiry Now!

Online Training - Globally

* All of the classes are conducted live online. They are interactive sessions that enable you to ask questions and participate in discussions during class time. We do, however, provide recordings of each session you attend for your future reference.

Our Trainer’s are chosen not only for their knowledge and expertise but also for their real-time experience in the respective courses.

Placement Assistance

Resume & LinkedIn Profile Building

Exclusive access to Iteanz Job portal

Access to Soft Skill Enhancement

Mock Interview Preparation

One-on-one career guidance

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