Cloudruha's ELK Stack course makes you an expert in ELK such that you can run and operate your own search cluster using Elasticsearch, Logstash, Kibana. You will gain proficiency to use Logstash to load data into Elasticsearch, run various search operation and do data visualization with the help of Kibana.

Introduction to ELK stack

Topics:

• Introduction to ELK stack

• Why ELK?

• Architecture of ELK

• High level overview of Elastic Search Logstas Kibana

Parsing with Logstash

Topics:

• Introduction to Logstash

• Installing Logstash

• Configuring a log file

• Stashing your First Event

• Parsing Logs with Logstash

• Stitching together Multiple Input and Output

• Plugins

• Execution Model

Searching with Elasticsearch

Topics:

• Elastic Search Overview

• Installing and running Elastic Search

• Indexing Documents

• Retrieving a Document

• Searching a Document

Searching in Depth

Topics:

• Structured Search

• Full text Search

• Complicated Search

• Phrase Search

• Highlighting our Search

• Multi-field Search

• Proximity Matching

• Partial Matching

Dealing with Human Language

Topics:

• Getting Started with languages

• Identifying Words

• Normalizing Tokens

• Reducing Words to their Root Form

• Stopwords: Performance versus Precision

• Synonyms

• Typos and Misspellings

Data Aggregation

Topics:

• High Level Concepts

• Getting started with Aggregation

• Time Analysis

• Filtering Queries and Aggregations

• Sorting Multivalue Buckets

• Approximate Aggregation

• Doc Values and Field Data

Data Modeling

Topics:

• Elastic Search vs RDBMS

• Handling Relationships

• Nested Objects

• Parent-Child Relationship

• Designing for Scale

Geo-location

Topics:

• Geo Points

• Geohashes

• Geo Aggregations

• Geo Shapes

Visualization with Kibana

Topics:

• Introduction to Kibana

• Installing Kibana

• Loading Sample Data

• Discovering your Data

• Visualizing your Data

• Working with Dashboard

Implementing ELK stack

Topics:

• Setting the Time Filter

• Searching your Data

• Filtering by Field

• Viewing Document Data

• Viewing Document Context

• Viewing Field Statistics

• Data Visualization

• Dashboard

• Analyzing live data with ELK stack

Project