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Elasticsearch: Build, Query & Optimize with ELK
Coursera
Course
Unknown

Elasticsearch: Build, Query & Optimize with ELK

EDUCBA

Learn to design data models, configure clusters, build custom analyzers, and create advanced queries using Elasticsearch and the ELK stack for effective data analysis and visualization.

Unknown5 weeksArabic, German, English, French

About this Course

By completing this course, learners will be able to design data models, configure clusters, build custom analyzers, and construct powerful queries in Elasticsearch. They will also master the use of Cluster, Indices, and Document APIs to manage distributed data efficiently. The course provides practical skills in configuring analyzers, avoiding split-brain issues, translating SQL queries into Elasticsearch DSL, and implementing advanced queries such as geo_point and geo_shape searches. This course benefits learners by bridging the gap between theory and hands-on application, enabling them to use Elasticsearch with Logstash and Kibana for real-time data ingestion, indexing, and visualization. Unlike traditional database training, this course emphasizes distributed architecture, near real-time search, and practical troubleshooting strategies. What makes this course unique is its comprehensive coverage of Elasticsearch fundamentals through to advanced APIs, combined with real-world scenarios that highlight scalability, performance optimization, and query precision. Whether you are a beginner in NoSQL systems or an IT professional aiming to go beyond basics, this course equips you with the knowledge and confidence to apply Elasticsearch effectively in modern data-driven environments

What You'll Learn

  • Configure clusters and manage data with Elasticsearch APIs
  • Build custom analyzers and execute advanced geo queries
  • Integrate Elasticsearch with Logstash and Kibana for analytics

Prerequisites

  • Basic computer and internet skills
  • Ability to read course instructions in English and complete short practice activities

Instructors

E

EDUCBA

Topics

Data Analysis
Data Science
Probability and Statistics
Distributed Computing
Performance Tuning
SQL
Scalability
Geospatial Information and Technology
Query Languages
NoSQL

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تحليل البيانات
علوم البيانات
الاحتمالات والإحصاء
الحوسبة الموزعة
تحسين الأداء
SQL
التوسع
المعلومات الجغرافية وتقنياتها
Query Languages
NoSQL

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