About this Course and Certification
The AIOps (Artificial Intelligence for IT Operations) Course and Certification offered by aiuniverse, in collaboration with DevOpsSchool.com, is designed to equip IT professionals with cutting-edge skills in managing IT operations using artificial intelligence and machine learning technologies. This course aims to bridge the gap between traditional IT operations and the modern AI-driven approach, focusing on automating and optimizing complex IT processes in real-time.
AIOps transforms how IT teams work by using AI models to predict issues, automate remediation, and streamline operational efficiency. This comprehensive course offers hands-on experience with AIOps tools, techniques, and best practices, enabling participants to handle modern IT infrastructure challenges effectively. Led by Rajesh Kumar, a recognized industry expert, this program will prepare you to implement AIOps solutions within your organization and advance your career by earning a globally recognized certification.
What is AIOps?
AIOps, or Artificial Intelligence for IT Operations, refers to the integration of artificial intelligence and machine learning with traditional IT operations. AIOps platforms ingest, process, and analyze IT data (such as logs, metrics, events, and traces) in real-time to detect anomalies, predict potential issues, and automate the response to minimize downtime.
Throughout the course, learners will gain exposure to key AIOps tools and platforms, including:
- Splunk: A powerful data analytics tool used for monitoring, searching, and visualizing machine-generated data.
- Dynatrace: An AI-driven monitoring solution for managing applications, infrastructure, and user experience.
- Moogsoft: A platform that delivers AI-driven monitoring and incident management.
- Elasticsearch: A search engine for log and event data that is integral to IT operations.
- ServiceNow: A workflow automation tool often integrated with AIOps for incident management and remediation.
By mastering these tools, participants will be able to implement AI-powered IT operations workflows that optimize system performance and reduce human intervention.
Why is AIOps Important?
The traditional IT operations model is being overwhelmed by the complexity and scale of modern IT environments. Here’s why learning AIOps is essential:
- Improved Operational Efficiency: AIOps automates the detection and resolution of IT issues, reducing the need for manual intervention.
- Proactive Incident Management: AI algorithms predict and prevent incidents before they impact end users, ensuring high availability and uptime.
- Data-Driven Decision Making: With AIOps, decisions are based on real-time data analysis, leading to faster, more accurate resolutions.
- Scalability: AIOps platforms can handle vast amounts of data across hybrid cloud and on-prem environments, enabling IT teams to manage increasingly complex infrastructures.
- Cost Savings: By optimizing resource usage and minimizing downtime, organizations can significantly reduce operational costs.
AIOps is critical for any organization looking to stay competitive in today’s digital world by automating and optimizing IT operations.
Course Features
- Industry-Relevant Curriculum: Covers all aspects of AIOps, from fundamentals to advanced AI-based incident management.
- Hands-On Learning: Real-time lab sessions with industry-leading AIOps tools such as Splunk, Dynatrace, and Moogsoft.
- Expert Mentorship: Led by Rajesh Kumar, who brings extensive experience in AI, machine learning, and DevOps practices.
- Certification Focused: This course prepares you for globally recognized AIOps certifications, enhancing your career prospects.
- Case Studies and Use Cases: Practical insights into real-world applications of AIOps in modern IT operations.
Training Objectives
By the end of this course, participants will:
- Understand the core concepts of AIOps and how AI is transforming IT operations.
- Be able to deploy and configure AIOps platforms like Splunk, Dynatrace, and Moogsoft.
- Use machine learning models to analyze IT data and detect anomalies in real-time.
- Automate IT operations processes such as event correlation, root cause analysis, and remediation.
- Develop skills in integrating AIOps with ITSM tools like ServiceNow for workflow automation.
- Prepare for certification exams related to AIOps and cloud-native operations.
Target Audience
This course is ideal for:
- DevOps Engineers: Looking to implement AI-driven automation in IT operations.
- IT Operations Managers: Seeking to streamline incident management with predictive analytics.
- System Administrators: Interested in using AI to manage large-scale, complex IT infrastructures.
- Cloud Engineers: Aiming to optimize cloud operations with AIOps techniques.
- Data Scientists: Exploring the intersection of IT operations and machine learning.
Participants should have a basic understanding of IT operations, cloud infrastructure, and DevOps practices.
Training Methodology
The AIOps course employs a combination of teaching methodologies to ensure a comprehensive learning experience:
- Instructor-Led Lectures: Detailed explanations of AIOps concepts and best practices.
- Hands-On Labs: Practical exercises using tools like Splunk, Dynatrace, and Moogsoft, designed to simulate real-world IT operations scenarios.
- Group Discussions and Problem-Solving: Collaborative exercises where participants solve complex IT problems using AI and machine learning.
- Case Studies and Live Projects: Learn from real-life applications of AIOps to reinforce concepts and understand business use cases.
Training Materials
Participants will have access to:
- Detailed Presentation Slides: Comprehensive slides covering every topic in the course.
- Lab Guides: Step-by-step instructions to complete hands-on exercises.
- Video Tutorials: Recorded sessions available for on-demand review.
- Documentation and Cheat Sheets: Access to official AIOps tool documentation and quick reference guides.
- Practice Tests: Mock exams to help participants prepare for certification.
Evaluation
The training program will be evaluated through a series of assessments:
- Pre-Course Assessment: To evaluate participants’ baseline knowledge of AIOps and IT operations.
- Hands-On Lab Assignments: Practical tasks to assess real-world application of learned concepts.
- Post-Course Test: To measure knowledge gained and readiness for certification.
- Feedback Surveys: To collect participant feedback and ensure the course meets their expectations.
Participants will receive a certificate of completion at the end of the course, and those pursuing certification will have access to additional exam preparation materials.
Continuing Education
Participants will have several options for continuing their education post-training:
- Advanced AIOps Modules: Explore advanced topics such as AI-driven root cause analysis, predictive maintenance, and multi-cloud AIOps.
- Professional Webinars: Ongoing access to webinars covering the latest trends and tools in AIOps and DevOps.
- Community Access: Join an exclusive community of AIOps and DevOps professionals for networking and knowledge sharing.
Certification Program
Upon successful completion of the course, participants will be prepared for certifications, including:
- Splunk Core Certified Power User: For mastering the essential functions of Splunk for AIOps.
- Dynatrace Certified Associate: For those specializing in Dynatrace as an AIOps platform.
- Certified AIOps Professional: A certification that validates your expertise in implementing AIOps solutions in complex IT environments.
These certifications are recognized by top organizations and can significantly boost your career prospects in the IT and DevOps fields.
Level of Training: Fundamental to Advanced
This training program is designed for all experience levels:
- Fundamental Level: Covers the basics of AIOps and AI in IT operations.
- Intermediate Level: Focuses on deploying AIOps platforms, analyzing data, and automating IT workflows.
- Advanced Level: Includes advanced AIOps use cases, such as predictive maintenance, real-time anomaly detection, and automated incident resolution.
Agenda (Day-Wise Breakdown)
Day 1: Introduction to AIOps
- Understanding AIOps: Definition, Concepts, and Use Cases
- Overview of AIOps Tools: Splunk, Dynatrace, Moogsoft
- Setting up AIOps Environment
Day 2: Data Collection and Analysis
- IT Data Sources: Logs, Metrics, and Events
- Configuring Data Ingestion in AIOps Platforms
- Machine Learning for IT Operations
Day 3: Event Correlation and Anomaly Detection
- Event Correlation using AI
- Implementing Anomaly Detection Models
- Hands-On Lab: Using Moogsoft for Incident Management
Day 4: Automating Incident Management
- Automated Remediation and Root Cause Analysis
- Workflow Automation with ServiceNow and Dynatrace
- Hands-On Lab: Incident Management and Resolution
Day 5: Certification Preparation
- Review of Key Concepts and Best Practices
- Mock Certification Exams (Splunk, Dynatrace, Moogsoft)
- Final Project: Implementing a Full AIOps Workflow
Lab Setup
Participants will require the following to complete the hands-on lab exercises:
- Cloud Access: AWS or Google Cloud accounts for configuring AIOps tools.
- Local Machine: A laptop or desktop with Linux, macOS, or Windows for setting up AIOps platforms.
- AIOps Tools: Installed versions of Splunk, Dynatrace, Moogsoft, and ServiceNow integrations.
Detailed setup instructions will be provided as part of the course materials.
Certification
- Certification always plays vital role as it leads you towards a dedicated knowledge and skillsets.
- It provides you the ability to stand out of others.
- It gives you an edge during an interview by impressing the interviewer through your certification.
- DevOpsSchool helps you getting this certificate by making you worth to have it.
- DevOpsSchool gives you a completion certificate after successfully completion your training. it will be as a proof of your ability of knowledge and skills.
- The training will be given by industry recognized expert trainers who will make you an expert professional to hold this certificate.
Reviews
By having an excellent journey with 8000+ participants from different countries we have got excellent reviews that helps us stand out of other institutes and being proud. We proudly can say we have helped so many individuals and working professionals to build their career. Here are some of the reviews that we have got from our participants who are happy by being a part of DevOpsSchool.
Videos
Projects
During this training you will get a real-time based project to work on, which will help you to implement your learnings and also it will boost your knowledge and skills. With important tools and platforms you will have real-world experience where we help you to visualize a real development environment, testing environment and production environments.
FAQs
1. Will I get technical support after completion of training?
- Yes, Its free of cost for life time. We will give you can access of our Google drive where you can drop you query and our trainers will respond you back.
2. Why should I learn AiOps course online instead of offline?
- First this is the best option to keep you and your instructor safe in this dangerous pendamic. As well as the environment and benefits what you will get in offline classes same we will provide you in online classes. We will make your experience much better and comfortable than offline classes. That’s why we provide live and instructor-led online classes where you can interact your instructor to clear your doubts.
3. How long will it take to complete the course?
- It will take approx 40 hrs to complete
4. Will I get any placements after the training?
- Well we don’t provide any placements as of now but we can provide you a interview kit to help you out.
5. What are the pre-requisies to learn AiOps?
- Infrastructure Managment Knowledge
6. Can a non technical person learn AiOps?
- Yes, but it will be very hard to learn because here the technical words and platforms will be used that he will be not aware of so in my recommendation you shouldn’t try but if still if you want to then you should be very concentrated and honest with you as you have to work hard.
7. Do you have online classes or offline classes?
- As of now online classes but he it is a group of people requirement then we can have discussion about offline classes.
8. Will I get the job after completing this course?
- Yes, you will be fully capable to perform any task given to you by your domain senior or manager. As you will be certified engineer who will have all the required skills and knowledge to perform any task.
9. Which kind of certification will DevOpsSchool provide?
- It’s a completion certificate. It will show that you have successfully completed the training and have the right skills and knowledge to perform the task assigned by your company.
10. How to start a AiOps career?
- You can go for self learning materials like Pdf, Slides, youtube videos but there are one more option that is our AiOps program. It’s our SRE certifed program that will teach you from basic to make you able to understand and perform a AiOps engineer tasks.
11. Who will be my trainer?
- As we have so many trainers its not possible to tell you quickly, as we have to go through their availability. But we can assure you you will get a best trainer as we have a group of best trainers who are very experienced and skillful trainers. They have 15+ iT working experience.
12. Can I get a demo session?
No we don’t provide any demo class but instead of that we can provide you a class recordings so you can decide.
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