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Foundations of Elasticsearch
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Foundations of Elasticsearch

This course is part of Elasticsearch 8 and the Elastic Stack: In-Depth and Hands-On.

Course Cost

Free course

Beginner

Skill Level

6 Hours

Self-paced lessons

This comprehensive course provides a thorough introduction to Elasticsearch, a powerful search and analytics engine designed for handling large-scale data. Starting with installation and configuration, students will learn the core architectural concepts that make Elasticsearch an effective tool for search operations. The curriculum progresses through essential topics including RESTful APIs, data mapping, indexing strategies, and advanced search capabilities. Through hands-on experience with real-world datasets like MovieLens, participants will gain practical skills in connecting to clusters, importing data, managing concurrency, and implementing effective search queries. Special attention is given to optimization techniques such as analyzers, tokenizers, and query refinement methods that enhance search performance. By course completion, students will be equipped with the knowledge to implement Elasticsearch in various scenarios, making them valuable assets in data-driven environments.

What you'll learn

  • Install and configure Elasticsearch in various environments

  • Interact with Elasticsearch clusters using RESTful APIs

  • Design efficient mapping strategies for optimized data organization

  • Implement bulk operations for handling large datasets

  • Manage concurrency issues in multi-user environments

  • Apply analyzers and tokenizers to improve search quality

  • Execute complex search queries with filtering and sorting capabilities

  • Implement fuzzy matching and partial search techniques for flexible querying

Skills you'll gain

Elasticsearch
Search Engine
Data Management
RESTful APIs
Indexing
Query Optimization
Scalability
Data Modeling
Fuzzy Search
JSON

This course includes:

4.5 Hours PreRecorded video

1 assignment

Access on Mobile, Tablet, Desktop

Batch access

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Share your certificate with prospective employers and your professional network on LinkedIn.

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 3 modules in this course

This course provides a comprehensive introduction to Elasticsearch, structured around three key areas. The first section covers installation, configuration, and core architectural concepts, including RESTful APIs and the Term Frequency/Inverse Document Frequency algorithm. Students then progress to mapping and indexing techniques, learning to efficiently organize and manage data through various methods such as bulk operations, updates, and deletions. The course also explores analyzers, tokenizers, and advanced data modeling approaches including parent-child relationships. The final module focuses on search capabilities, teaching students how to execute and optimize queries using techniques like phrase matching, fuzzy searches, partial matching, and filters. Throughout the course, practical examples using the MovieLens dataset provide hands-on experience, preparing students to implement Elasticsearch in real-world scenarios.

Installing and Understanding Elasticsearch

Module 1 · 1 Hours to complete

Mapping and Indexing Data

Module 2 · 1 Hours to complete

Searching with Elasticsearch

Module 3 · 2 Hours to complete

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Foundations of Elasticsearch

Beginner

Skill Level

6 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.