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Subjects
Data Science
Information Retrieval

Free Online

Information Retrieval Courses and Certifications

Master search algorithms, vector embeddings, and semantic search techniques to build modern information retrieval systems. Learn through hands-on tutorials on YouTube and structured courses on Coursera, covering everything from traditional methods to AI-powered search using language models and neural approaches.

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Association for Computing Machinery (ACM)
In-Context Learning: How to Stop Worrying and Love Applied Information Retrieval - Lecture 1

Explore in-context learning in LLMs and its impact on applied information retrieval, focusing on practical applications and overcoming challenges.
- YouTube
- 13 minutes
- On-Demand
- Free Video
Association for Computing Machinery (ACM)
The Trajectory of Information Retrieval - Past, Present, and Future

Explore the evolution and future of information retrieval with insights from NSF's Division Director, covering historical developments, current challenges, and emerging opportunities in AI and computing.
- YouTube
- 50 minutes
- On-Demand
- Free Video
Center for Language & Speech Processing(CLSP), JHU
Using Language Models for Instruction-Based Information Retrieval

Explore instruction-based information retrieval using language models. Learn about Promptriever, a new retriever showing significant gains in instruction following and promptability.
- YouTube
- 40 minutes
- On-Demand
- Free Video
Center for Language & Speech Processing(CLSP), JHU
The HAIRCUT System for Cross-Language Information Retrieval - 2013

Explore cross-language information retrieval with the HAIRCUT system, focusing on innovative techniques for multilingual search and retrieval.
- YouTube
- 1 hour 3 minutes
- On-Demand
- Free Video
Center for Language & Speech Processing(CLSP), JHU
Introduction to Information Retrieval - 2009

Learn fundamental concepts and techniques of information retrieval, including indexing, searching, and evaluating retrieval systems for effective data management and access.
- YouTube
- 1 hour 18 minutes
- On-Demand
- Free Video
Center for Language & Speech Processing(CLSP), JHU
Information Retrieval 1

Explore fundamental concepts and techniques in information retrieval systems, covering search algorithms, indexing methods, and query processing in this comprehensive overview.
- YouTube
- 52 minutes
- On-Demand
- Free Video
Association for Computing Machinery (ACM)
Applied Data Science - Generative Language Models for Information Retrieval

Discover how generative language models are revolutionizing information retrieval by providing direct answers instead of traditional search results from Google DeepMind expert.
- YouTube
- 54 minutes
- On-Demand
- Free Video
AWS Events
How AI and ML Are Changing Information Retrieval - From Word Matching to Meaning Matching

Explore how AI transforms information retrieval systems, moving from word matching to meaning-based search, featuring OpenSearch capabilities, BM25 scoring, and vector-based approaches.
- YouTube
- 20 minutes
- On-Demand
- Free Video
Association for Computing Machinery (ACM)
Theory of Information Retrieval - ACM ICTIR 2024 Conference Presentations

Explore cutting-edge research in information retrieval through 26 original papers and a keynote on exploration systems, covering topics from query performance to AI-powered recommendations.
- YouTube
- 5 hours 24 minutes
- On-Demand
- Free Video
IIIA Hub
Evaluating Temporal Persistence of Information Retrieval Models - CLEF 2024 LongEval

Explore how information retrieval systems adapt to evolving web content and search queries, examining temporal performance decline and necessary updates through the LongEval-Retrieval track analysis.
- YouTube
- 43 minutes
- On-Demand
- Free Video
Computational Genomics Summer Institute CGSI
Information Retrieval in the Era of Large Language Models

Explore how large language models are transforming information retrieval systems, with focus on event detection, clinical data extraction, and social media analysis for epidemic prediction.
- YouTube
- 35 minutes
- On-Demand
- Free Video
Center for Language & Speech Processing(CLSP), JHU
The HAIRCUT System for Cross-Language Information Retrieval

Discover the HAIRCUT system's innovative approach to retrieving information across different languages and breaking down linguistic barriers in data search.
- YouTube
- 1 hour 3 minutes
- On-Demand
- Free Video
Center for Language & Speech Processing(CLSP), JHU
Information Retrieval - Lecture I

Discover fundamental concepts of information retrieval systems, search algorithms, and document ranking techniques in this comprehensive academic lecture.
- YouTube
- 1 hour 20 minutes
- On-Demand
- Free Video
Center for Language & Speech Processing(CLSP), JHU
Temporal Dynamics and Information Retrieval

Explore temporal dynamics in information retrieval systems with Microsoft Research expert Susan Dumais in this comprehensive seminar from Johns Hopkins University.
- YouTube
- 1 hour 6 minutes
- On-Demand
- Free Video
Center for Language & Speech Processing(CLSP), JHU
The HAIRCUT System for Cross-Language Information Retrieval

Discover the HAIRCUT system's innovative approach to retrieving information across multiple languages and breaking down linguistic barriers in data search.
- YouTube
- 1 hour 3 minutes
- On-Demand
- Free Video

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