DASVM’s ELK Stack training provides participants with the knowledge of how to configure and manage Elasticsearch clusters, as well as develop solutions to search and analyze data using ELK Stack. You’ll master the concepts such as loading data into ElasticSearch using Logstash and visualizing with Kibana through practical executions and real-time examples. It begins with the basics for getting started with the Elastic Stack, then quickly dives deep into topics for building efficient clusters. You will learn how to write search requests and work with their responses, transform and enrich data, implement strategies to optimize and scale your clusters, create data lifecycle and backup policies, manage multi-cluster operations, and troubleshoot your cluster.
Course Objectives:
In this course, you will learn to:
- Logs Management Platform
- Architecture of ELK
- Plugins
- Indexing documents list
- Proximity Matching
- Controlling Tokens
- Understand ELK Stack using several use-cases.
- Learn various components of ELK Stack in-depth
- Install the Stack components
- Load the data into the Elastic Search utilizing Logstash.
- Analyze and evaluate the real-time data with the ELK Stack
Course content
ELK (Elasticsearch, Logstash & Kibana) Stack
Introduction
- What is Elasticsearch?
- Terminology in Elasticsearch (Elasticsearch cluster, node, shard and replicas) Difference between Search Engine and Database
- Installation of Elasticsearch standalone node and Kibana
- The architecture of Elasticsearch
Elasticsearch CRUD API
- Creating Index
- On the Fly Index Creation
- List down the indexes in Elasticsearch
- Anatomy of a document
- Create a document in Elasticsearch
- Searching documents from Elasticsearch
- Deleting documents in Elasticsearch
- Update documents in Elasticsearch
Advanced CRUD API
- Handling concurrency in Elasticsearch
- Introduction of programming concepts
- Connecting the Elasticsearch through using programming interface •
- Bulk Request
- Bulk Indexing
- Bulk Retrieval
- Strategy followed while using Bulk Indexing
Mapping
- In-depth analysis of mappings
- What happens during Indexing?
- Discussion of transaction logs and Lucene indexing
- Understanding configuration options, Mappings
- Dynamic Mapping in Elasticsearch
Searching in Elasticsearch
- Understanding search Query DSL
- Aggregations
- Search and Relevance in Documents
- Scoring Mechanism
- Special Query
Building Components of Elasticsearch
- Master Node
- Data Node
- Ingest Node
- Tribe Node
Exploring the ELK Stack
- Logstash
- Beat
- Kibana
Data Aggregation
- Time Analysis
- Query Filtration and Aggregation
- Multivalued Buckets Sorting
- Approximate Aggregation
- Field Data and Doc Values
Data Modeling
- RDBMS vs Elasticsearch
- Relationship Handling
- Nested Objects
- Relationship Between Parent and Child
- Scale Designing
Configuration Management
- Index Setting
- Shard Setting
- Shard Allocation
- Routing
- Replication
Production Settings
- Planning and Configuration Strategy
- Best setting to have less downtime
- Security in ES cluster
- Improving Indexing and Search Experience
Cluster and Node Maintenance
- Cluster Management
- Node Management
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Course Prerequisites
- This training assumes you have a foundational knowledge of TCP/IP networking, ports and protocols, and Linux and Windows fundamentals.
- SQL
- JSON Data Format, and
- Restful API
Who can attend
- The target audience for this training is individuals who work in a Network Security role or Administration who may be interested in implementing the Elastic ELK stack into their environment.
- This training is also intended for entry-level SOC analysts who may be using ELK.
- IT Engineers
- Mobile Developers
- Web App Developers
- IT Administrators
- Software Architects
Number of Hours: 30hrs
Certification
Key features
- One to One Training
- Online Training
- Fastrack & Normal Track
- Resume Modification
- Mock Interviews
- Video Tutorials
- Materials
- Real Time Projects
- Virtual Live Experience
- Preparing for Certification
FAQs
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- One to One Training
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- Resume Modification
- Mock Interviews
- Video Tutorials
- Materials
- Real Time Projects
- Materials
- Preparing for Certification
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