Information Retrieval Courses and Certifications

ElasticSearch, LogStash, Kibana ELK #1 - Learn ElasticSearch

1224 ratings at Udemy

Learn software skills with rising demand. ElasticSearch is a core component of ELK stack and an excellent search server

• Udemy
• 3 hours 26 minutes
• Self-Paced
• Paid Course

Coursera

Build your first Search Engine using AWS Kendra

26 ratings at Coursera

Build an enterprise search engine with Amazon Kendra without writing code, indexing documents so users can quickly find relevant information across large content sets.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Elastic Stack Mastery with Elasticsearch & AWS

21 ratings at Coursera

Build and optimize ELK data pipelines: design Elasticsearch data models, write joins and parent-child queries, manage clusters, and deploy with AWS Elastic Beanstalk and CI/CD.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

EDUCBA

Elasticsearch: Build, Query & Optimize with ELK

20 ratings at Coursera

Design Elasticsearch data models, configure clusters and custom analyzers, and build full-text, term-level and geospatial queries while managing indices with Cluster, Indices and Document APIs.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

EDUCBA Career Certificate

Kibana Projects: Data Analytics & Visualization

20 ratings at Coursera

Build interactive Kibana dashboards on Elasticsearch: analyze web logs, monitor system metrics with Python integration, and visualize supermarket sales data.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Packt Career Certificate

Elasticsearch 8 and the Elastic Stack: In-Depth and Hands-On

16 ratings at Coursera

Install, configure, and manage Elasticsearch clusters: index documents through RESTful APIs, scale and optimize queries, visualize data in Kibana, and integrate Logstash and Kafka for cloud deployments.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 3 courses

Board Infinity

Executing Full Text Queries with Elasticsearch

14 ratings at Coursera

Learn Elasticsearch end to end: index data across nodes and shards, tune queries with the Explain API, and build Boolean, fuzzy, nested, and script queries.

• Coursera
• 3 weeks, 4 hours a week
• Self-Paced
• Paid Course

Building AI Applications with Haystack

14 ratings at Coursera

Build LLM applications with Haystack: a RAG pipeline, a Hacker News summarizer with custom components, conditional routing with web-search fallback, and self-reflecting and function-calling agents.

• Coursera
• 1 hour 2 minutes
• Self-Paced
• Free Online Course

EDUCBA

Project on Logstash - Large-Scale Logging Mechanism

14 ratings at Coursera

Build and debug end-to-end Logstash pipelines: install Elasticsearch, orchestrate multi-service apps with Docker Compose and YAML, and inspect centralized service logs in Kibana.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Advanced Retrieval for AI with Chroma

12 ratings at Coursera

Improve RAG relevance: apply LLM query expansion, cross-encoder reranking, and trained embedding adapters to retrieval results in a Chroma vector database.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Free Online Course

EDUCBA

Analyze Web Logs with Kibana & Elasticsearch

12 ratings at Coursera

Load web log data into Elasticsearch, create index patterns, and build Kibana visualizations and dashboards that reveal browsing behavior and actionable insights.

• Coursera
• 2 hours 30 minutes
• Self-Paced
• Paid Course

Packt

Foundations of Elasticsearch

Install Elasticsearch and query it via RESTful APIs: design mappings, analyzers, and tokenizers, index MovieLens data in bulk, and run fuzzy, filtered, paginated searches.

• Coursera
• 3 weeks, 2 hours a week
• Self-Paced
• Paid Course

Large Language Models with Semantic Search

Build LLM-powered search: implement keyword search, add reranking by query relevance, and use embeddings for dense retrieval over large datasets.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Free Online Course

Getting Started with Elasticsearch on Google Cloud

This is a self-paced lab that takes place in the Google Cloud console. In this lab you will create a simple Elasticsearch deployment leveraging Google Cloud Platform.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Packt

Learn Data Integration and Visualization with Elasticsearch

Import data into Elasticsearch with scripts, client libraries and Logstash, aggregate it using buckets, metrics and histograms, then build interactive dashboards with Kibana Lens and Canvas.

• Coursera
• 3 weeks, 3 hours a week
• Self-Paced
• Paid Course