DEVOPS

★★★★★

(2,095 ratings) 50,000+ Student

ELK DEVELOPER

The ELK Developer course is designed for learners who want to work with the ELK Stack—Elasticsearch, Logstash, and Kibana—to collect, process, analyze, and visualize data. The training covers log management, data ingestion, search capabilities, dashboard creation, monitoring, and real-time analytics. Students learn how organizations use ELK to gain insights from large volumes of application and system data. As data monitoring and observability become increasingly important, this course is ideal for developers, DevOps engineers, system administrators, data professionals, and IT learners looking to build skills in log analytics and data visualization.

Radical Technologies

50,000+ English 40 hours Weekdays / Weekends Classroom / Online / Corporate

Online / Classroom

ELK DEVELOPER

IT Training Programme

Duration 40 hours

Batch Type Weekdays / Weekends

Mode of Training Classroom / Online / Corporate

Locations Pune, Bangalore, Kochi

Language English

Certification Globally Recognized

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100% placement assistance

What you'll learn

Understand core concepts and architecture from the ground up

Get hands-on with the tools used by working professionals

Build real-world projects you can add to your portfolio

Learn industry best practices and coding standards

Practice with real datasets and real-world scenarios

Prepare for certification and technical interviews

Work on collaborative, team-based exercises

Apply performance tuning and optimization techniques

Understand how the technology fits into a larger ecosystem

Complete assignments reviewed by mentors

Programme Overview

20 sections covering the complete curriculum — a single, progressive learning arc.

40 hours

Training Duration

Core Modules

214

Total Lessons

4.4★

Average Rating

50K+

Students Trained

Foundations & Core Concepts

Get hands-on with the fundamentals and architecture — the building blocks for everything that follows.

Fundamentals Architecture Setup

Hands-On Practical Training

Work through real exercises and assignments designed to mirror what you will do on the job.

Practicals Assignments Labs

Real-World Projects

Apply what you have learned to end-to-end projects that go straight into your portfolio.

Projects Portfolio Case Studies

Advanced Techniques

Go beyond the basics with advanced concepts, integrations and production-grade practices.

Advanced Integration Best Practices

Ecosystem Integration

Understand how this technology connects with the broader tools and platforms used in the industry.

Ecosystem Tools Platforms

Performance & Interview Prep

Master optimization techniques and prepare for the technical interview questions employers actually ask.

Optimization Interview Prep Certification

Who is this programme for?

Whether you're already writing code, working with data, or supporting applications today — this programme is built to take you into a DEVOPS role.

Software Developers

Engineers who want to add this skill set to their toolkit

Analysts & Consultants

Professionals moving into a more technical, hands-on role

IT Professionals

System admins and support engineers upskilling into a new domain

Fresh Graduates

CS/IT graduates aiming for a job-ready technical role

Course Curriculum

20 sections • 214 lessons • 40 hours

Jump to Section

Total Duration

40 hours

100% Practical · Unlimited Doubt Sessions

01 Module 1: Introduction to ELK Stack

What is ELK Stack?

ELK Architecture Overview

Components of ELK

Elasticsearch Overview

Logstash Overview

Kibana Overview

Beats Overview

Real-Time Log Analytics Concepts

Centralized Logging Architecture

Use Cases of ELK Stack

ELK vs Splunk Comparison

Event-Driven Monitoring Basics

02 Module 2: ELK Installation & Environment Setup

Installing Elasticsearch

Installing Logstash

Installing Kibana

Installing Filebeat & Metricbeat

Linux-Based ELK Setup

Windows-Based ELK Setup

Docker-Based ELK Deployment

Cluster Configuration Basics

Service Management

ELK Configuration Files

Troubleshooting Installation Issues

03 Module 3: Elasticsearch Fundamentals

Elasticsearch Architecture

Nodes & Clusters

Shards & Replicas

Indices & Documents

Mapping Concepts

Data Types

Inverted Index Basics

Query DSL Basics

CRUD Operations

Full Text Search

Aggregations

Filters & Queries

Index Templates

Aliases

Data Retention Concepts

04 Module 4: Logstash Development

Logstash Architecture

Input Plugins

Filter Plugins

Output Plugins

Log Parsing Concepts

Grok Filters

Date Filters

Mutate Filters

Conditional Statements

Data Transformation

Log Enrichment

Pipeline Configuration

Multi-Pipeline Setup

Performance Optimization

05 Module 5: Kibana Development & Visualization

Kibana Interface Overview

Index Pattern Creation

Discover Section

Dashboard Creation

Data Visualization

Pie Charts

Line Charts

Tables & Metrics

Canvas Basics

Maps Visualization

Filters & Queries

Real-Time Dashboards

Reporting Features

Kibana Alerting Basics

06 Module 6: Beats & Data Collection

Filebeat

Filebeat Installation

Log Collection Configuration

Multiline Log Handling

Filebeat Modules

Metricbeat

System Monitoring

CPU & Memory Metrics

Docker Monitoring

Kubernetes Monitoring

Packetbeat

Network Traffic Monitoring

Packet Analysis Basics

Winlogbeat

Windows Event Collection

07 Module 7: Advanced Elasticsearch Development

Advanced Query DSL

Nested Queries

Aggregation Pipelines

Search Optimization

Reindexing Data

Snapshot & Restore

Data Lifecycle Management

Index Optimization

Cluster Health Monitoring

Hot-Warm Architecture Basics

Cross Cluster Search

Scaling Elasticsearch

08 Module 8: ELK Security

Elasticsearch Security Basics

User Authentication

Role-Based Access Control

SSL/TLS Encryption

Secure Kibana Access

API Security

Audit Logging

Secure Data Pipelines

X-Pack Security Features

Security Best Practices

09 Module 9: ELK on Cloud & Kubernetes

ELK on AWS

ELK on Azure

ELK on Google Cloud

ELK Deployment using Docker

ELK on Kubernetes

Helm Basics for ELK

Elastic Cloud Overview

Scaling ELK in Cloud

High Availability Setup

10 Module 10: Monitoring & Performance Tuning

Elasticsearch Monitoring

Cluster Monitoring

Logstash Performance Tuning

Kibana Optimization

Memory Management

JVM Tuning Basics

Monitoring Dashboards

Alerting Configuration

Capacity Planning

Troubleshooting Performance Issues

11 Module 11: ELK for Security Monitoring & SIEM

SIEM Fundamentals

Centralized Log Monitoring

Threat Detection Basics

Windows Event Monitoring

Linux Log Monitoring

Firewall Log Analysis

Threat Hunting Basics

Alert Correlation

IOC Monitoring

Security Dashboards

12 Module 12: ELK Integration with Applications

Application Log Monitoring

ELK with Java Applications

ELK with Python Applications

ELK with Spring Boot

ELK with Microservices

API Log Monitoring

Database Log Monitoring

Real-Time Error Tracking

13 Module 13: Automation & DevOps Integration

CI/CD Log Monitoring

Jenkins Integration

Docker Log Collection

Kubernetes Log Aggregation

Automated Alerting

Infrastructure Monitoring

ELK Automation Basics

Infrastructure as Code Concepts

14 Module 14: Real-Time Analytics & Use Cases

Business Analytics Dashboards

E-Commerce Monitoring

Application Performance Monitoring

Fraud Detection Dashboards

User Activity Analytics

IoT Log Analytics

Real-Time Monitoring Systems

AI & ML Integration Basics

15 Module 15: Troubleshooting & Best Practices

Cluster Recovery

Index Corruption Handling

Shard Allocation Issues

Logstash Debugging

Kibana Troubleshooting

Performance Bottleneck Analysis

Production Deployment Best Practices

Backup & Disaster Recovery

16 🔬 Hands-on Labs & Assignments

ELK Stack Installation

Logstash Pipeline Development

Elasticsearch CRUD Operations

Kibana Dashboard Creation

Filebeat Log Collection

Security Log Monitoring

Docker Log Aggregation

Kubernetes Log Monitoring

Alert Configuration

Cluster Health Analysis

17 🚀 Real-Time Projects

Project 1: Centralized Log Monitoring Platform

Multi-server log collection

Real-time dashboards

Alerting mechanisms

Project 2: Application Performance Monitoring

Monitor application logs

Error analysis dashboard

Performance visualization

Project 3: Security Monitoring SIEM

Windows & Linux log monitoring

Threat detection dashboards

Security alerting workflows

Project 4: Kubernetes Monitoring using ELK

Container log aggregation

Pod monitoring

Cluster analytics

Project 5: E-Commerce Analytics Dashboard

User activity tracking

Real-time business analytics

Error monitoring

18 🎯 Job-Oriented Scenarios

Elasticsearch Cluster Failure Recovery

Log Parsing Troubleshooting

Real-Time Log Analytics

SIEM Dashboard Investigation

Kubernetes Logging Challenges

Application Error Analysis

High Volume Log Processing

Infrastructure Monitoring Issues

Performance Bottleneck Troubleshooting

19 🏆 Assignments

Create Kibana Dashboards

Develop Logstash Pipelines

Configure Filebeat Modules

Optimize Elasticsearch Queries

Build Monitoring Alerts

Analyze Security Logs

Implement ELK Security Controls

20 💼 Target Job Roles

ELK Developer

Elasticsearch Engineer

Log Analytics Engineer

SIEM Engineer

Monitoring Engineer

DevOps Engineer

Site Reliability Engineer (SRE)

Security Monitoring Analyst

Observability Engineer

Tools & Technologies

Every tool listed here is installed, configured and used in a hands-on lab session.

Core Tools

Hands-On Labs

Practical Environment

Industry-Standard Tools

Real-World Setup

Guided Exercises

Skill Building

Sample Datasets

Practice Material

Practice & Projects

Mini Projects

Applied Practice

Assignments

Mentor Reviewed

Doubt Sessions

Live Support

Career Readiness

Resume Building

Career Support

Mock Interviews

Interview Prep

Certification Prep

Global Recognition

Deployment & Delivery

Production Practices

Real-World Ready

Best Practices

Industry Standards

214+

Hands-On Lessons

Core Modules

40 hours

Training Duration

100%

Practical Training

You don't just learn ELK DEVELOPER. You ship it.

Three major projects, each mirroring how production teams actually work — from guided foundations to a portfolio-ready capstone.

PROJECT // 01

Guided Foundation Project

→Requirement Analysis

→Guided Implementation

→Mentor Review

→Iteration

Foundation Beginner

Apply the fundamentals in a structured, mentor-reviewed project

Take the core concepts from the first half of the curriculum and apply them to a realistic scenario, with guidance and feedback from your mentor at every step.

Structured project brief

Step-by-step implementation

Mentor feedback and review

Documented outcome

Stack Core Concepts Best Practices

PROJECT // 02

Applied Practice Project

→Scenario Design

→Independent Build

→Testing & Validation

→Peer Review

Applied Intermediate

Build a more independent project mirroring real production scenarios

Work through a project that combines multiple concepts from the curriculum, closer to how work is actually structured on the job — less hand-holding, more ownership.

End-to-end implementation

Testing and validation

Documentation

Peer/mentor review

Stack Applied Skills Testing

PROJECT // 03

Capstone Project

→Planning

→End-to-End Build

→Review & Refinement

→Presentation

Capstone Advanced

Take a project from requirements to a polished, portfolio-ready deliverable

Your final project — plan, build, test and present a complete solution using everything covered in the curriculum, reviewed by mentors before you graduate.

Complete working solution

Presentation-ready documentation

Mentor sign-off

Portfolio-ready deliverable

Stack Full Curriculum Portfolio

All 3 projects go directly into your portfolio & resume — reviewed by mentors before you graduate.

See Sample Project Reports

Upcoming Batches

No upcoming batches scheduled right now. Enquire to get notified.

Why Radical Technologies

Live Online Training

Highly practical oriented training
Installation support on your system
24/7 Email and Phone support
100% Placement Assistance
Global Certification Preparation
Trainer-Student Interactive Portal
Assignments and Projects by Mentors

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Live Classroom Training

Weekend / Weekdays / Morning / Evening batches
80:20 Practical and Theory ratio
Real-life Case Studies
Easy make-up for missed sessions
PSI | Kryterion | Redhat Test Centers
Lifetime Video Classroom Access (coming soon)
Resume Prep and Mock Interviews

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Self-Paced Training

Learn 300+ courses at your own time
50,000+ Satisfied Learners
Course Completion Certificate
Practical Labs available
Mentor Support available
Doubt Clearing Session available
10% Discounted Global Certification

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Global Certification

Radical Technologies is the leading IT certification institute in Pune, offering globally recognized certifications across various domains. With expert trainers and comprehensive materials, we ensure students gain in-depth knowledge and hands-on experience to excel in their careers. Our certification programs are tailored to meet industry standards — from cloud technologies to data science — empowering individuals to stay ahead in the ever-evolving tech landscape.

Career Services

At Radical Technologies, we are committed to your success beyond the classroom. Our 100% Job Assistance program ensures that you are not only equipped with industry-relevant skills but also guided through the job placement process. With personalised resume building, interview preparation, and access to our extensive network of hiring partners, we help you take the next step confidently into your IT career.