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Elasticsearch 7 for Beginners

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Overview

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This course aims to teach beginners the basics of Elasticsearch, Logstash, and Kibana. By the end of the course, students will be able to understand the architecture of Elasticsearch, perform installations on various operating systems, execute basic operations like index creation and document manipulation, conduct search operations with advanced concepts like phrase matching and aggregations, and utilize tools like Logstash. The teaching method includes theoretical explanations, practical demonstrations, and hands-on exercises. This course is intended for individuals who are new to Elasticsearch and wish to gain a foundational understanding of its functionalities.

Syllabus

What is Elastic Search and ELK Stack? | ElasticSearch 7 for Beginners #1.1.
How indexing and retrieval algorithms work in Elasticsearch | ElasticSearch 7 for Beginners #1.2.
Architecture of Elastic Search Cluster || Cluster, Node, Shard, Replicas [ElasticSearch 7 #1.3].
How Write Operation Works in ElasticSearch? | Shards, Segments, Translogs [ElasticSearch 7 #1.4].
How Update & Delete Operations work in ElasticSearch [ElasticSearch 7 for Beginners].
How Read Operation works in ElasticSearch [ElasticSearch 7 for Beginners #1.6].
Installing Elasticsearch and Kibana on Ubuntu 20 using docker-compose [Elasticsearch 7 #2.1].
Install Elasticsearch and Kibana on Windows 10 using Docker [ElasticSearch 7 for Beginners 2.2].
Connecting to Elastisearch Cluster (Kibana, cURL, Client) [ElasticSearch 7 for Beginners #2.3].
Install Elasticsearch and Kibana on Ubuntu 20.04 | [Elasticsearch for Beginners #2.4].
ElasticSearch Basic Operations (Create, Get, Update, Delete, Search) [ES 7 for Beginners #3.1].
Mapping and Analysers [ElasticSearch 7 for Beginners #3.2].
Bulk API for Multiple Document Indexing and Modification [ElasticSearch 7 for Beginners #3.3].
Query String Search in Elasticsearch [ElasticSearch 7 for Beginners #4.1].
Match and Multimatch Query | Request Body Search [Query DSL - ElasticSearch 7 for Beginners #4.2].
Boolean Query in Elasticsearch | Bool, Filter, Must, Must Not, Should, DSL | ES7 for Beginners #4.3.
Pagination of results in Elasticsearch | from & size, scroll, search after [ES7 for Beginners #4.4].
Sorting of results in Elasticsearch | Asc, Desc, Keyword fields [ElasticSearch 7 for Beginners #4.5].
Phrase Matching in Elasticsearch | match_phrase, slop [Elasticsearch 7 for Beginners #4.6 ].
Prefix/Partial Matching in Elasticsearch | prefix, wildcard, regex | DSL [ES7 for Beginners #4.7].
Fuzzy Queries in Elasticsearch | Levenshtein Edit Distance | DSL [ES7 for Beginners #4.8].
N-grams in Elasticsearch | n-grams, edge n-grams [Elasticsearch for beginners #4.9].
Metric Aggregations in Elasticsearch | ElasticSearch 7 for Beginners #5.1.
Bucket Aggregations in Elasticsearch | ElasticSearch 7 for Beginners #5.2.
Pipeline Aggregations in Elasticsearch [ElasticSearch 7 for Beginners 5.3].
Painless scripting in Elasticsearch | [Elasticsearch 7 for beginners #5.4].
Run SQL Queries inside Elasticsearch [Elasticsearch 7 Tutorial] #5.5.
Install and run Logstash on Ubuntu 20.04 LTS [ElasticSearch for Beginners #6.1].
Install ELK (Elasticsearch, Logstash and Kibana) using Docker and Docker-compose.

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