Elasticsearch Development E-Learning
Order this unique E-Learning course Elasticsearch Development online!
✔️ 1 year 24/7 access to rich interactive videos, voice support, progress monitoring through reports, and tests to test your knowledge instantly.
✔️ Receive a certificate of participation upon completion.
Why choose this course?
In today's data-driven world, Elasticsearch, as part of the ELK stack (Elasticsearch, Logstash, Kibana), plays a crucial role in data analysis and management. This course provides an in-depth introduction to Elasticsearch and the full ELK stack. You will learn how to create powerful Business Intelligence applications, analyse complex datasets and manage data flows efficiently.
What you will learn:
- Introduction to Elasticsearch: Understand the core concepts of Elasticsearch NoSQL and how indexes work.
- Logstash and Kibana: Discover how Logstash gathers data from different sources and how Kibana creates dashboards and visualisations.
- Lucene Query language: Learn how to query and analyse data using this powerful query language.
- Cloud architecture for ELK: Understand how to set up and manage an ELK stack in a cloud environment.
- Advanced Analytics and Machine Learning: Discover how to perform robust analytics and integrate machine learning with the ELK stack.
After this course, you will be able to effectively use the ELK stack for both real-time streaming data and historical data analysis, enabling you to optimise business processes.
Who should participate?
This course is suitable for:
- Data analysts and engineers looking to harness the power of Elasticsearch for data management and analysis.
- Business Intelligence professionals looking for advanced tools for data visualisation and analysis.
- Software developers who want to use ELK for streaming data and building scalable applications.
- IT administrators responsible for implementing and optimising cloud-based ELK solutions.
- Anyone interested in data processing, machine learning and modern analytics tools.
Course content
Working with the ELK Stack
Course: 24 Minutes
- Course Introduction
- Data Management Methodologies
- ELK Fundamentals
- ELK Capabilities
Understanding ELK Architecture
Course: 19 Minutes
- Elasticsearch Component Configuration
- Elasticsearch Architectural Concepts
Working with Indexes and Shards
Course: 18 Minutes
- Indexes and Sharding
- Elasticsearch in Production
- Elasticsearch Cluster Management
Managing Elasticsearch Availability
Course: 30 Minutes
- Elasticsearch Plugin Management
- Scalability Concept Design
- Elasticsearch Monitoring
- Data Management in Elasticsearch
Practice: ELK Single-node Configuration
Course: 6 Minutes
- Exercise: Configuring Single-node ELK Stack
Data Dimension in Elasticsearch
Course: 13 Minutes
- Course Introduction
- Understanding Data Dimensions and ELK Stack
- Understanding Logstash
Logstash Configuration and Data Ingestion
Course: 31 Minutes
- Managing Logstash
- Ingesting Data Using Logstash from File
- Ingesting Data Using Logstash from Database
- Using Data Input, Filter, and Output Plugins
Mapping and Filtering in Logstash
Course: 20 Minutes
- Understanding Logstash Mapping and Filtering
- Demonstrating Mapping in Logstash
- Demonstrating Data Filtering in Logstash
Logstash Plugins
Course: 16 Minutes
- Monitoring and Fault Detection in Logstash
- Enriching Data Using Grok
- Demonstrating Enrichment of Data Using Grok
Practice: Logstash Data Ingestion
Course: 4 Minutes
- Exercise: Ingesting Data Using Logstash
Advance Indexing in Elasticsearch
Course: 26 Minutes
- Course Introduction
- Indexing in Elasticsearch
- Using Dataset and Index Application
- Understanding Sharding and Scalability
- Using Elasticsearch Scalability Features
Elasticsearch Search Architecture
Course: 16 Minutes
- Managing Search Results
- Implementing Autocomplete Suggestions
- Understanding Elasticsearch's Aggregation Capability
Relations and Language
Course: 28 Minutes
- Working with Aggregation in Elasticsearch
- Managing Relationships in Elasticsearch
- Scripting Language Basics
- Scripting Use Case
- Improving Search Performance
Practice: Elasticsearch Filter
Course: 3 Minutes
- Exercise: Implementing Elasticsearch Filtering
Introduction to Kibana
Course: 21 Minutes
- Course Introduction
- Working with Kibana as a Visualization Layer
- Installing and Configuring Kibana
- Understanding Kibana Dashboard
Kibana Dashboard Capabilities
Course: 24 Minutes
- Using Kibana's Dashboard Capabilities
- Working with Indexes in Kibana
- Prebuilding Kibana Visualization
- Using Kibana Plugin Features
Charting Using Kibana
Course: 13 Minutes
- Building Pie Charts
- Building Bar Charts
- Creating Dashboards in Kibana
Log Analytics Using Kibana
Course: 8 Minutes
- Building Dashboards
- Analyzing Log Data Using ELK
Practice: Log Analysis with Kibana
Course: 4 Minutes
- Exercise: Log Analysis in Kibana and Elasticsearch
Data management Using Kibana
Course: 18 Minutes
- Course Introduction
- Index and Field Management in Kibana
- X-Pack and Reporting
- Kibana Reporting
Data Discovery
Course: 14 Minutes
- Data Discovery in Kibana
- Data Discovery Using the Time Filter
- Field Filtering in Kibana
Machine Learning in Kibana
Course: 18 Minutes
- Machine Learning Concepts
- ELK Machine Learning Capabilities
- Machine Learning Jobs in ELK
Time Series in Kibana
Course: 15 Minutes
- ELK Stack Limitations
- Time Series
- Business Data Management Using ELK
Practice: Time Series Using ELK
Course: 3 Minutes
- Exercise: Building Visualization Using Time Series
Get started with Elasticsearch Development!
✔️ Learn at your own pace with interactive videos and hands-on assignments.
✔️ Receive an in-depth understanding of the ELK stack and how it is used in production environments.
✔️ Test your knowledge with chapter tests and track your progress through reports.
✔️ Get a certificate of attendance upon successful completion.
Order your course now and strengthen your skills in Elasticsearch and the ELK stack!
