AI MLOPS Masters

AIOps Training

AIOps Training In Hyderabad

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AIOps Course In Hyderabad

Batch Details

Trainer NameMr. Ramesh Kumar
Trainer Experience10+Years
TimingsMonday to Friday (Morning and evening)
Next Batch Date15-SEP-2025 AT 11:00 AM
Training ModesClassroom & Online
Call us at+91 9000360654
Email us ataimlopsmasters.in@gmail.com
For More Details atFor More Demo Details

AIOps Institute In Hyderabad

Why choose us?

AIOps Course In Hyderabad

AIOps Curriculum

Module 1 - Introduction to Cloud Computing and AWS
  • What is Cloud Computing?
  • Types of Cloud (Public, Private, Hybrid)
  • Service Models: IaaS, PaaS, SaaS
  • Benefits of Cloud Computing
  • Major Cloud Providers: AWS vs Azure vs GCP
  • AWS Global Infrastructure
    • Regions, Availability Zones
    • Edge Locations
    • Data Centers
  • Creating AWS Free Tier Account
  • Understanding AWS Billing and Pricing
  • AWS Budgets and Cost Calculator
  • IAM Best Practices for New Accounts
  • Hands-on: Billing alerts setup
  • What is IAM?
  • Users, Groups, Roles, and Policies
  • IAM Policy Structure (JSON)
  • MFA (Multi-Factor Authentication)
  • AWS Organizations (Basic Overview)
  • Hands-on: Creating IAM users with permission boundaries
  • Introduction to EC2
  • Instance Types & Pricing Models
  • Launching EC2 Instances (Linux & Windows)
  • SSH Key Pairs and Security Groups
  • Elastic IPs
  • AMIs and Snapshots
  • Hands-on: Web server setup using EC2
  • S3 Overview and Use Cases
  • S3 Buckets, Objects, Storage Classes
  • Versioning, Lifecycle Rules
  • Static Website Hosting
  • Pre-signed URLs
  • S3 Security (Bucket Policy, ACLs)
  • Hands-on: Hosting a static website
  • Types of Load Balancers
    • Application Load Balancer
    • Network Load Balancer
  • Auto Scaling Concepts
  • Launch Configurations & Scaling Policies
  • Hands-on: Auto Scaling group setup
  • VPC Basics
  • Subnets, Route Tables, Internet Gateway
  • NAT Gateway vs NAT Instance
  • Security Groups vs NACLs
  • Peering and VPC Endpoints
  • Hands-on: Create custom VPC with public and private subnets

A. RDS (Relational Database Service)

  • RDS Overview
  • Supported DB Engines (MySQL, PostgreSQL, etc.)
  • Backups, Snapshots, Multi-AZ & Read Replicas

B. DynamoDB

  • NoSQL Basics
  • Tables, Items, Attributes
  • Partition Key & Sort Key
  • On-Demand vs Provisioned

C. Aurora

  • Aurora MySQL vs PostgreSQL
  • Serverless Aurora
  • Domain Registration
  • Hosted Zones
  • Record Types (A, AAAA, CNAME, etc.)
  • Routing Policies (Failover, Weighted, Latency)
  • Hands-on: Connect domain with EC2/S3
  • What is Serverless?
  • Lambda Concepts
  • Creating and Deploying Functions
  • Event Triggers (S3, DynamoDB, API Gateway)
  • Lambda + IAM Roles
  • Hands-on: Trigger Lambda using S3 upload
  • AWS CloudWatch: Metrics, Alarms, Logs
  • Creating Custom Metrics
  • AWS CloudTrail: User Activity Logs
  • Hands-on: Set up monitoring for EC2 and S3
  • Amazon SNS (Push Notifications)
  • Amazon SQS (Message Queues)
  • Dead-letter Queues
  • EventBridge vs CloudWatch Events
  • Use Cases in Real Applications
  • REST APIs vs HTTP APIs
  • Integration with Lambda
  • Security (API Keys, Usage Plans, Throttling)
  • Deployment Stages
  • Hands-on: Create Serverless API with API Gateway + Lambda
  • Infrastructure as Code (IaC) Basics
  • Template Format (YAML/JSON)
  • Stack Creation and Management
  • Nested Stacks and Change Sets
  • PaaS Overview
  • Deploying Web Applications
  • Configuration & Scaling
  • Monitoring and Rollback

  • EFS vs S3 vs Instance Store
  • Mount Targets and Security
  • AWS FSx (Windows File System)
  • AWS WAF (Web Application Firewall)
  • AWS Shield (DDoS Protection)
  • AWS Config and GuardDuty

Inspector and Security Hub

  • AWS CodeCommit, CodeBuild, CodePipeline
  • CI/CD Concepts
  • Deploying with CodeDeploy
  • GitHub Actions Integration

     

  • AWS Migration Hub
  • Server Migration Service (SMS)
  • Database Migration Service (DMS)

Snowball & Storage Gateway

  • AWS Certified Solutions Architect – Associate/Professional
  • Practice Questions & Mock Exams
  • Whitepapers & Case Studies
  • Exam Registration Process
  • Interview Preparation

     

  • Installing AWS CLI on Windows/Linux/Mac
  • Configuring AWS CLI Profiles
  • Common CLI Commands (EC2, S3, IAM)
  • AWS SDKs Overview (Python – Boto3, JavaScript, Java)
  • Hands-on: Automating S3/EC2 with AWS CLI

     

  • What is CDN?
  • CloudFront Distribution Types
  • Integrating with S3 and EC2
  • Caching and TTL
  • Signed URLs & Cookies
  • Hands-on: Deliver static site using CloudFront
  • Patch Manager
  • Session Manager for EC2 Access (No SSH)
  • Parameter Store vs Secrets Manager
  • Automation Documents
  • Hands-on: Running shell commands on EC2 using SSM
  • Secrets vs Parameters
  • Rotation of Secrets
  • IAM Policies for Access
  • Hands-on: Store and retrieve DB credentials securely
  • Global traffic management overview
  • Static IP addresses for applications
  • Latency-based routing
  • Difference between Route 53 and Global Accelerator

     

  • Backup Plans & Vaults
  • Cross-region backups
  • Disaster Recovery (RTO vs RPO)
  • Automated backup policies for EC2, EBS, RDS
  • SSL/TLS Certificates Management
  • Public and Private Certificates
  • Integration with ELB and CloudFront
  • Hands-on: SSL on EC2 via ACM
  • On-premise to AWS secure connectivity
  • MPLS vs VPN vs Direct Connect
  • Hybrid cloud architecture
  • Routing, BGP Configuration (Basic Level)
  • Multi-account management
  • Organizational Units (OUs)
  • SCPs (Service Control Policies)
  • Cross-account IAM

     

  • AWS Budgets & Alerts
  • Cost Categories & Reports
  • Reserved vs On-demand cost analysis
  • Hands-on: Analyzing EC2 & S3 usage
  • Performance Modes (General Purpose, Max I/O)
  • Throughput Modes (Bursting vs Provisioned)
  • Backup & Restore for EFS
  • EFS Access Points
  • Windows File System setup
  • Lustre for HPC/Big Data
  • Integrate with S3
  • FSx Backup and Restore
  • On-premise AWS services
  • Hybrid workloads
  • Real-world Use Cases
  • Limitations and regions
  • Serverless Workflows
  • Integrate with Lambda, DynamoDB, SQS
  • JSON-based State Machine
  • Error handling and retries

     

  • Kinesis Data Streams, Firehose, Analytics
  • Real-time log analysis and ingestion
  • Hands-on: Stream data from EC2 logs to S3
  • Hadoop and Spark on AWS
  • Big Data Processing Cluster Setup
  • Integration with S3 and Redshift
  • Columnar Storage and Compression
  • Redshift Spectrum
  • Connecting with BI Tools
  • Redshift vs RDS vs Aurora

     

  • Creating dashboards and visuals
  • Data sources (S3, RDS, Redshift)
  • SPICE engine
  • User management and access control

     

  • Crawlers and Catalog
  • Glue Jobs (Spark & Python Shell)
  • Data Lake integration with Athena

Hands-on: ETL pipeline using Glue

  • Querying data in S3 using SQL

  • Integration with Glue Data Catalog

  • Cost optimization tips

  • Hands-on: Analyze logs in S3

  • Building secure Data Lakes
  • Lake Formation vs Glue
  • Data Access Control
  • Hands-on: Set up a secure data lake
  • Rapid DevOps Setup
  • Integration with GitHub & CodePipeline
  • Role-based access for teams
  • Project templates
  • Online IDE setup
  • Writing Lambda and Python scripts
  • Real-time collaboration
  • CLI access to AWS resources
  • Deploy feature flags with safety
  • Integration with Lambda and EC2
  • Monitoring config changes
  • Centralized application management
  • Creating product portfolios
  • Governance using tagging
  • Centralized application management
  • Creating product portfolios
  • Governance using tagging

AIOps Trainer Details

INSTRUCTOR

Mr. Ramesh Kumar

Expert & Lead Instructor

8+ Years Experience

About the tutor:

Mr. Ramesh Kumar, our AIOps Trainer, brings over 8+ years of industry experience in IT operations, cloud computing, and AI-driven automation. He has worked with leading MNCs and fast-growing startups in sectors like healthcare, finance, retail, and e-commerce, implementing AI solutions for IT operations at scale.

He specializes in teaching the complete AIOps lifecycle, including event correlation, anomaly detection, predictive analytics, IT automation, and CI/CD pipelines. Mr. Ramesh also covers modern tools and platforms like Docker, Kubernetes, MLflow, Splunk, Nagios, TensorFlow, and cloud services such as AWS, Azure, and GCP. His training approach focuses on hands-on labs, live projects, and real-world scenarios, making learning highly practical and industry-oriented.

Beyond technical training, Mr. Ramesh mentors students in resume building, certification guidance, mock interviews, and career planning, ensuring learners are fully prepared for roles like AIOps Engineer, IT Operations Analyst, and Cloud AI Specialist.

Why Join Our AIOps Institute In Hyderabad

Key Points

AIOps leverages artificial intelligence to optimize IT operations and workflows.
It helps automate repetitive tasks, reduces manual errors, and improves system efficiency.
Organizations can manage complex IT environments more effectively with AI support.

It analyzes multiple alerts and events simultaneously to identify root causes quickly.
Event correlation reduces downtime and prevents unnecessary escalations.
IT teams can respond faster and maintain smooth system performance.

AIOps detects unusual patterns in networks, servers, or applications automatically.
It flags potential problems before they affect users or business operations.
Proactive detection helps prevent outages and maintain service reliability.

By analyzing historical data, AIOps forecasts system failures and performance issues.
IT teams can plan maintenance, allocate resources, and prevent unexpected downtime.
This proactive approach improves overall operational stability and efficiency.

Repetitive IT operations such as monitoring, ticketing, and incident management are automated.
Manual intervention is minimized, allowing IT staff to focus on higher-value tasks.
Automation ensures faster issue resolution and consistent operational performance.

AIOps provides dashboards and analytics for monitoring IT systems continuously.
Teams can track performance metrics, alerts, and trends in real time.
This enables data-driven decisions and timely action on potential issues.

AIOps solutions scale easily with growing IT infrastructure and increasing data volume.
It supports large enterprise environments without compromising system performance.
Teams can handle expanding operations efficiently with minimal additional effort.

AIOps works seamlessly with cloud platforms like AWS, Azure, and GCP.
It helps monitor cloud resources, automate tasks, and predict cloud performance issues.
This ensures smooth hybrid and multi-cloud IT operations.

AIOps facilitates better collaboration between IT, DevOps, and support teams.
Shared insights and real-time alerts help teams coordinate and resolve issues faster.
This improves overall operational efficiency and reduces downtime across departments.

What is AIOps ?

Objectives of the AIOps Training In Hyderabad

Objectives of the AIOps Training In Hyderabad

Prerequisites of AIOps

Prerequisites of AIOps
Who should learn AIOps course

Who should learn AIOps course

AIOps Training in Hyderabad

Course Outline

The course begins with an introduction to AIOps, its role in modern IT operations, and how it helps in automation and monitoring.

Students will learn the foundations of artificial intelligence and machine learning, focusing on algorithms used in AIOps.

The program covers big data handling, including processing logs, metrics, and events through scalable pipelines.

You will explore event correlation techniques and noise reduction strategies to minimize false alerts and detect root causes.

The training includes automation in IT operations, covering incident response, ticketing, and remediation workflows.

Learners gain skills in performance monitoring and analytics for predictive maintenance and proactive system health checks.

The course explains managing multi-cloud, on-premise, and hybrid IT environments using AIOps solutions effectively.

Hands-on practice is provided with top AIOps platforms such as Moogsoft, Splunk, Dynatrace, and ServiceNow.

The program concludes with interview preparation, resume building, and placement guidance for successful career outcomes.

AIOps Course In Hyderabad

Modes

Classroom Training

Online Training

Corporate Training

AIOps Training In Hyderabad

Career Opportunities

01

AIOps Engineer

 Responsible for building and managing AIOps systems, focusing on automation, monitoring, and incident response across IT operations.

02

AI/ML Operations Specialist

Works on applying AI and machine learning techniques to IT operations for predictive analytics, anomaly detection, and optimization.

03

IT Operations Analyst

Monitors large-scale IT environments, analyzes logs and metrics, and supports proactive issue resolution using AIOps platforms.

04

Site Reliability Engineer (SRE)

Ensures system reliability, performance, and uptime by integrating AIOps tools into workflows for efficient problem resolution.

05

 Cloud Operations Engineer

Manages hybrid and multi-cloud environments, leveraging AIOps for automation, scalability, and intelligent workload monitoring.

06

AIOps Consultant

Advises businesses on adopting AIOps strategies, selecting the right tools, and implementing automation-driven IT transformation.

AIOps Training Institute In Hyderabad

Skills Developed

Data Analysis Expertise

Ability to analyze logs, metrics, and event data to identify patterns, anomalies, and root causes in IT operations.

Machine Learning Knowledge

Skills in applying ML algorithms for predictive analytics, anomaly detection, and automated decision-making in operations.

 Automation Implementation

Capability to design and deploy automated workflows that reduce manual tasks and improve IT system efficiency.

Cloud Operations Mastery

Understanding of hybrid and multi-cloud platforms with expertise in monitoring, scaling, and performance optimization.

Incident Management Skills

Proficiency in identifying, diagnosing, and resolving incidents quickly using AIOps tools and proactive strategies.

Performance Monitoring Ability

Expertise in tracking application and infrastructure health, ensuring continuous availability and reliability of systems.

AIOps Course Online Certifications

AIOPS Training

Companies that Hire From AIOps

AIOps Course In Hyderabad
Benefits

Learn to optimize IT workflows using AI and automation tools.
Gain expertise in anomaly detection, predictive analytics, and monitoring.
These skills make you capable of managing complex IT environments efficiently.

Work on real-world IT operations projects simulating enterprise environments.
Practical exposure helps you apply concepts learned during training.
This ensures you are job-ready with real-time problem-solving experience.

Get guidance to complete relevant AIOps and cloud certifications.
Certifications validate your skills and increase employability in top IT companies.
It demonstrates your capability to implement AI-driven IT operations effectively.

Training prepares you for roles like AIOps Engineer, IT Analyst, and Cloud AI Specialist.
Enhances your profile for promotions or switching to high-demand AI operations roles.
Focus on career-oriented learning boosts your professional growth potential.

Learn to automate repetitive IT tasks and streamline operational processes.
Reduces manual errors, improves response times, and increases productivity.
Organizations value these efficiency-enhancing skills highly in IT teams.

Develop the ability to detect, analyze, and resolve IT issues proactively.
Learn to implement AI solutions for faster decision-making and incident resolution.
This practical knowledge ensures smooth IT operations in dynamic environments.

AIOps Course

Placement Opportunities

AIOps Course

Market Trend

Rapid Market Growth

The AIOps market is expanding at a fast pace as enterprises adopt AI for IT operations. Global demand is projected to grow steadily over the next decade.

 Cloud Adoption Driving AIOps

With businesses moving to hybrid and multi-cloud environments, AIOps is becoming essential for seamless monitoring and automation.

 Focus on Automation

Enterprises are replacing manual IT processes with AIOps to achieve faster incident resolution and improved efficiency.

Increasing Demand for Skilled Professionals

Organizations are actively seeking AIOps experts who can implement and manage AI-driven operations.

 Integration with DevOps

AIOps is now aligning with DevOps practices, enabling continuous monitoring, quick deployment, and reduced downtime.

Real-Time Analytics Usage

Companies are leveraging AIOps for real-time analytics to predict issues, prevent outages, and optimize IT infrastructure.

 Rising Enterprise Investments

Enterprises are investing heavily in AIOps tools and training, seeing it as a long-term cost-saving solution.

Strong Career Opportunities

As adoption rises, AIOps is opening high-paying job roles like AIOps Engineer, Cloud Specialist, and Automation Architect.

 

Frequently Asked questions about AIOps Tranining

FAQs

What is the best AWS training institute in Hyderabad?

 There are several top-rated institutes in Hyderabad like Kelly Technologies, Besant Technologies, Aws Masters, and Naresh i Technologies. Look for institutes offering certified trainers, real-time projects, and job support.

 The AWS Certified Solutions Architect – Associate course is the most popular in Hyderabad as it suits both beginners and working professionals aiming to enter cloud computing.

 AWS training in Hyderabad typically costs between ₹15,000 to ₹35,000 depending on the course level (Foundational to Advanced) and institute. Online classes may have flexible pricing.

 Yes, Ameerpet is a well-known training hub where many institutes offer comprehensive AWS certification programs with flexible timings and affordable fees.

 Many AWS institutes in Hyderabad offer placement assistance, resume building, and mock interviews. However, securing a job depends on your skills and certification level.

 Both have their benefits. Classroom training offers direct interaction, while online classes offer flexibility. Choose based on your schedule and learning preference.

 The typical duration is 1 to 2 months for weekday batches and 2 to 3 months for weekend batches, depending on the course level and schedule.

 Yes, most institutes in Hyderabad offer weekend batches for working professionals who cannot attend weekday classes.

 Yes, reputed training centers offer complete guidance for certification exams including study materials, mock tests, and practice sessions.

 There are no strict prerequisites. Basic knowledge of networking or IT concepts is helpful but not mandatory for foundational courses.

 Absolutely. Many freshers in Hyderabad start their cloud career with AWS training, especially the Solutions Architect – Associate certification.

 Yes, several institutes offer combined AWS + DevOps courses, covering tools like Docker, Jenkins, Ansible, and more for automation.

 Identify your career goals—start with foundational courses if you’re a beginner, or go for associate/professional levels if you have experience.

 Yes, many training centers in Hyderabad offer EMI facilities or flexible payment options for students and working professionals.

 Entry-level AWS certified professionals in Hyderabad can earn ₹4.5 to ₹6.5 LPA, while experienced professionals can earn ₹10–25 LPA or more.

 Some institutes partner with government skill development programs. NSDC-approved centers may also offer AWS training.

 Ameerpet, Hitech City, Kukatpally, SR Nagar, and Dilsukhnagar are major locations with multiple AWS training centers.

 Yes, several premium institutes around Hitech City and Madhapur offer AWS classroom and corporate training options.

 Hyderabad is an IT hub with a booming cloud job market. Companies like Amazon, Accenture, Infosys, and startups actively hire AWS professionals.

 Yes, this course is available in most institutes. It covers core AWS services, architecture best practices, and exam preparation.

 Yes, reputed training providers give access to real-world projects on EC2, S3, IAM, RDS, and more for hands-on experience.

 Some institutes offer AWS explanations in Telugu, especially in classroom training formats. It helps non-English speaking learners understand better.

 Yes, AWS certifications are issued by Amazon and are globally recognized, regardless of where you take the training.

 Common tools include Jenkins, Git, Docker, Terraform, Ansible, CloudFormation, and CI/CD pipelines on AWS.

 Yes, workshops and weekend bootcamps are frequently conducted by institutes and AWS partners in Hyderabad.

 Timings vary: Morning (7-9 AM), Daytime (10-2 PM), Evening (6-9 PM), and weekend-only classes are commonly available.

 The AWS Certified Cloud Practitioner is best for absolute beginners, while the Solutions Architect – Associate is best for tech-savvy learners.

 Yes, cloud adoption is rising in Hyderabad, and companies highly value AWS-certified candidates in development, DevOps, and architecture roles.

 Yes, many training institutes offer one-on-one career counseling sessions, helping you choose the right AWS certification path.

 Yes, many professionals from support, networking, or non-IT backgrounds have successfully transitioned to cloud careers through AWS training.