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Elasticsearch Masterclass: ES|QL, Vector, and More (Udemy.com)

Master Elasticsearch 7 to 9, Logstash, Kibana, ES|QL, Vector Search & NLP – the Complete Guide to the Elastic Stack

Created by: Vinoth Parthasarathy

Last updated May 2025

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What you will learn

  • Understand the core architecture of Elasticsearch and how it works under the hood
  • Master indexing, searching, updating, and deleting documents
  • Write complex and performant queries using Elasticsearch Query DSL and ES|QL
  • Perform semantic search using NLP models and vector similarity (ANN search)
  • Ingest and process data using Logstash from multiple sources
  • Visualize and analyze real-time data using Kibana dashboards
  • Apply full-text search, filters, aggregations, and scoring in real-world scenarios
  • Understand how Lucene powers Elasticsearch and what’s new in Lucene 10
  • Build scalable, production-grade search and analytics applications
  • Keep up with Elasticsearch 7, 8, and 9 version-specific features and best practices

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Quality Score

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Overall Score : 96 / 100

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Course Description

Learn Elasticsearch the right way — from fundamentals to the latest advancements in version 9.x. This masterclass gives you everything you need to build scalable search and analytics solutions using the full Elastic Stack (Elasticsearch, Logstash, and Kibana), while also covering cutting-edge features like ES|QL, vector search, semantic search with NLP, and Lucene 10 optimizations.


Whether you're indexing logs, powering search for an application, or working with large-scale analytics pipelines, this course is designed to give you both deep technical understanding and hands-on experience.

This course is fully updated and future-proof — ideal for developers, DevOps engineers, analysts, and anyone looking to master Elasticsearch from version 7 to 9 and beyond.


Here's what makes this course different:

  • Covers Elasticsearch 7, 8, and 9 — with clear distinctions between versions

  • Includes real-world examples and guided walkthroughs (no boring slides)

  • Introduces ES|QL — the powerful new piped query language in Elasticsearch 8.15+

  • Teaches vector search and semantic ranking using NLP models like BERT

  • Explains the impact of Lucene 10 under the hood for faster search and indexing

  • Uses Kibana and Logstash for visualization and data ingestion

Whether you're building an intelligent search engine, an observability pipeline, or simply want to gain mastery over structured and unstructured data search, this course is built for you.

Updated regularly to keep pace with Elasticsearch releases, this is the most complete and up-to-date resource you’ll find online.


Enroll today and start building powerful search solutions with confidence.

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Instructor Details

Vinoth Parthasarathy

Hi! I'm Vinoth. I'm creative full stack developer with a serious passionate about technology and teaching the technology to people. And I am working as Senior software engineer and holding around 10 years of experience in software development. Have a great understanding of Data Structures and Algorithms. And also I have a broad set of skills in software, web development, and information technology. Over this 10 years of journey, I have worked on lots of technology and used lots of programming languages like Java, Java Script and Python in the development.

The one constant thing in my career has been the need to learn, and keep on learning every day. This is one of the reasons I enjoy teaching and presenting education materials to help other software professionals keep on improving themselves.

Sign up to my courses and join me in this amazing adventure today and I'll be there for you every step of the way.

Reach me @ vinoth.saarathy@gmail.com

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Reviews

4.8

1,037 ratings on Udemy

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By Sagar Shrikant Pathak on 8/15/2022

Excellent course material. Can we have course from you for Elasticsearch xpack installation along with TLS enabled. But I must recommend everyone to go through this course its quite explanatory and to the point. Regards., Sagar

By Lubos Vrba on 10/24/2021

English of the speaker is very bad, the transcript won't help much. I think major topics are covered, but don't await that it goes too much deep. To me this course was created by mixing several separate slideshows. In almost each show the presenter will show you how to start Elastic search on MacOS, which is pretty waste of time when you hear it for the seventh time.

By Jazmin on 10/11/2021

This course was great! and I learnt a lot. The lectures were clearly explained and there were plenty of examples to compound the knowledge gained. thanks a lot to the instructor well designed great work so much to learn from this course

By Emelia on 10/8/2021

Useful and practical course. At first I was annoyed by all these terminal requests, but after my own experience with Elasticsearch I understood why do we need that. Thanks a lot to the instructor well designed great work so much to learn

By Baylee on 10/6/2021

It was a useful course to know the basic of elastic search. Would be great if more challenging practice questions could be provided in the lecture. thanks a lot to the instructor well designed great work

By Renata on 9/4/2021

Nicely arranged. The most I liked about it is the practicalities associated with theory to prove the point. Great Thank you for such a wonderful course. great work.... well designed so much to learn

By Carly on 9/1/2021

Flow of the chapter and explanation is too good. The Contents of the chapters are very practical and covered in a good amount of time in each chapter. thanks a lot to the instructor well designed great work

By Leslie on 8/30/2021

Very good course!!! I enjoyed this course, it is true Novice to Ninja course. You can start from zero and become hero even setting up your framework from this course. thanks a lot to the instructor very easy to understand

By Kendra on 8/25/2021

My experience with this course was awesome, the way of explain things it become very easy to understand. And I agree this course specially to those people who has no prior knowledge of elastic search. thanks a lot to the instructor.. well designed great work

By Elle C on 8/2/2021

This course helps me a lot to understand all the fundamentals of Elasticsearch Best course I have ever taken in my life. Thanks a lot to the instructor well designed great work so much to learn from this course

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