Information Retrieval Courses and Certifications

Amazon Web Services;  Amazon

Introduction to Information Retrieval with Amazon Q

Explore Amazon Q's capabilities in information retrieval, focusing on safe and responsible AI-powered search and summarization for enterprise data and AWS development.

• AWS Skill Builder
• 25 minutes
• On-Demand
• Free Certificate

Center for Language & Speech Processing(CLSP), JHU

Retrieving Complex Answers through Knowledge Graph and Text

Explore algorithms for retrieving complex answers by combining knowledge graphs and text. Learn techniques to identify relevant entities, relations, and explanatory passages for comprehensive query responses.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Retrieving Complex Answers through Knowledge Graph and Text

Explore techniques for retrieving complex answers by combining knowledge graphs and text. Learn about algorithms that identify relevant entities, relations, and supporting passages for comprehensive query responses.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Segmentation, Indexing and Retrieval of Multilingual Sources - 2002

Explore techniques for segmenting, indexing, and retrieving multilingual sources, enhancing cross-language information access and processing capabilities.

• YouTube
• 1 hour 6 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

Takeaways from the SCALE 2024 Workshop on Video-based Event Retrieval

Explore multilingual event-centric video retrieval techniques, focusing on non-professional content. Learn about dataset creation, modality-specific improvements, and key findings in text extraction and fusion.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Automatic Information and Language Processing: Rethinking Evaluation

Explore groundbreaking insights on evaluating automatic information and language processing systems, challenging conventional approaches and proposing innovative methodologies.

• YouTube
• 1 hour 24 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

Collection Fusion - 2009

Explore advanced techniques for merging and analyzing diverse data collections, enhancing information retrieval and data mining capabilities.

• YouTube
• 1 hour 29 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

Drupal Association

Building Google-Like Search Experiences on a Budget

Discover smart, budget-friendly approaches to create Google-like search experiences. Gain insights on structuring search results for optimal user satisfaction and problem-solving.

• YouTube
• 18 minutes
• On-Demand
• Free Video

Center for Language & Speech Processing(CLSP), JHU

NevIR: Negation in Neural Information Retrieval

Explore negation's impact on neural information retrieval models, analyzing performance across architectures and proposing strategies to improve handling of negated queries.

• YouTube
• 11 minutes
• On-Demand
• Free Video

NPTEL-NOC IITM

VSM - Example 1: Reinforcement

Explore reinforcement techniques through a practical example in Vector Space Models (VSM), enhancing your understanding of natural language processing concepts.

• YouTube
• 13 minutes
• On-Demand
• Free Video

Hausdorff Center for Mathematics

Indexing and Retrieval in a Heterogeneous Formal Library

Explore advanced techniques for indexing and retrieving information in diverse formal libraries, enhancing research efficiency and knowledge management in mathematics.

• YouTube
• 46 minutes
• On-Demand
• Free Video

Weights & Biases

Transforming Search with AI - Perplexity's Approach to Answer Engines

Explore AI-powered search innovation with Perplexity's CTO, discussing technical challenges, speed optimization, and the future of AI in delivering precise, fast answers to user queries.

• YouTube
• 44 minutes
• On-Demand
• Free Video