EIEIOTECHNOVATION
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EIEIO / DATA SCIENCE

Data Analytics Using Elasticsearch & Kibana

Course outline

2 days

Duration

2 days

What you'll learn

  • How to configure Elasticsearch & Kibana.
  • How to create searches and filters in Elasticsearch & Kibana.
  • How to Create different Visualizations.
  • How to Create dashboards.
  • How to use Sense and curl and run searches in Elasticsearch

Introduction

  • ELK Introduction
  • Installation of Elasticsearch and Kibana
  • Directory layout & basic commands of Elasticsearch
  • Install Sense
  • Elasticsearch Concepts
  • Elasticsearch Terminology

Exploring Elasticsearch Cluster

  • Cluster Health of Elasticsearch
  • Get Indices lists
  • Get the Shards Details

Mapping & Indexing in Elasticsearch

  • How to create an Index
  • How to delete an Index
  • Mappings In Elasticsearch
  • Adding Mappings
  • Adding Data

Document in Elasticsearch

  • What is Document
  • Create a Document in Elasticsearch
  • Retrieving a Document in Elasticsearch
  • Checking Whether a Document Exists
  • Replace a Document in Elasticsearch
  • Updating a Document in Elasticsearch
  • Creating a New Document in Elasticsearch
  • Deleting a Document in Elasticsearch
  • Bulk Operations in Elasticsearch

Querying ElasticSearch

  • Search Document by ID
  • Introduction of Query
  • Full Text Queries

Add Data in Elasticsearch and Settings in Kibana

  • Getting Data In
  • Settings in Kibana

Kibana Discover Interface

  • Basic navigation in Kibana
  • Search & Query in Kibana
  • Filters in Kibana

Kibana Visualization Interface

  • Aggregations
  • Steps For Designing Visualization
  • Visualization in Kibana
  • Pie Chart
  • Line Chart
  • Data Table
  • Area Chart
  • Mark down Widget
  • Metrics
  • Bar Chart

Kibana Dashboard Interface

  • Dashboard
  • Dashboard 1: Number of Requests
  • Dashboard 2: Purchase Analytics
  • Dashboard 3: Bytes Transferred
  • Dashboard 4: File Report

Programme scope, delivery arrangements and suitability are confirmed during enquiry.