Information Retrieval Courses and Certifications

Introduction to Information Retrieval with Amazon Q

14 ratings at Coursera

Explore how Amazon Q finds and summarizes information: the generative AI stack, enterprise adoption challenges, Amazon Q versions, business expert use cases, and Builder Use for developers.

• Coursera
• 28 minutes
• Self-Paced
• Free Online Course

Chunking and Storing Text for Efficient LLM Processing

Chunk long documents, create embeddings, and persist text chunks in ChromaDB for efficient retrieval in LLM applications.

• CodeSignal
• 1 hour
• Self-Paced
• Free Certificate

Laying the Foundations for Code Translation with Haystack

Build a Haystack pipeline that translates code between languages with preprocessing, postprocessing, prompt-based explanations, and guardrails for safer outputs.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Wuhan University of Technology

信息检索与推荐系统

信息检索和推荐系统成为帮助Web用户从海量信息中过滤无关信息的重要手段，能极大提高信息的利用率。本讲座介绍信息检索和推荐系统的前沿动态和技术，使学生结了解该领域科学研究的最新进展。

• XuetangX
• Self-Paced
• Free Online Course

Technische Grundlagen von Websuchmaschinen: Aufbau, Verarbeitung von Suchanfragen und Kriterien für die Erstellung von Ergebnislisten.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

Amazon Web Services;  Amazon

Introduction to Information Retrieval with Amazon Q

An introductory look at how Amazon Q searches enterprise information, analyzes uploaded files, executes plugin actions, and addresses safety and security.

• AWS Skill Builder
• 25 minutes
• Self-Paced
• Free Certificate

Complete Elasticsearch Masterclass with Logstash and Kibana

8492 ratings at Udemy

Learn how to build a search engine and break into big data by mastering Elasticsearch, Kibana and Logstash (ELK stack)

• Udemy
• 6 hours 11 minutes
• Self-Paced
• Paid Course

Elasticsearch 9 and the Elastic Stack: In Depth and Hands On

6751 ratings at Udemy

Complete Elastic search tutorial - search, analyze, and visualize big data with Elasticsearch, Kibana, Logstash, & Beats

• Udemy
• 14 hours 21 minutes
• Self-Paced
• Paid Course

Master RAG: Retrieval-Augmented Generation Systems [NEW]

6722 ratings at Udemy

Unlock the Power of AI with the RAG Triad: Advanced Techniques in Information Retrieval, Response Generation with RAG

• Udemy
• 1 hour 44 minutes
• Self-Paced
• Paid Course

Data Visualization with Kibana

5695 ratings at Udemy

Visualize and analyze data with Kibana, part of the ELK stack (Elasticsearch, Logstash & Kibana) and Elastic Stack.

• Udemy
• 5 hours 29 minutes
• Self-Paced
• Paid Course

Data Processing with Logstash (and Filebeat)

3342 ratings at Udemy

Process data with Logstash, which is a key part of the ELK stack (Elasticsearch, Logstash, Kibana) and Elastic Stack.

• Udemy
• 5 hours 31 minutes
• Self-Paced
• Paid Course

Getting Started with Elasticsearch

2834 ratings at Udemy

Learn basics of Elasticsearch from scratch with this 101 course and become an Elasticsearch Padawan.

• Udemy
• 31 minutes
• Self-Paced
• Free Online Course

Retrieval Augmented Generation (RAG)

217 ratings at Coursera

Build RAG systems that ground LLM answers in external data: semantic search, BM25, Reciprocal Rank Fusion, Weaviate chunking and indexing, chatbots, and production monitoring.

• Coursera
• 5 weeks, 6 hours a week
• Self-Paced
• Paid Course

Elasticsearch 8, Kibana, Logstash, Beats: ELK Stack

1405 ratings at Udemy

Elasticsearch, Kibana, Logstash, Beats, APM: ELK Stack: querying, visualization, painless, beats and spatial analysis

• Udemy
• 3 hours 4 minutes
• Self-Paced
• Paid Course

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