Semantic Search Courses and Certifications

AWS Events

Making Semantic Search and RAG Real - How to Build a Production-Ready Application

Discover how to operationalize enterprise-grade AI search with LLMs, focusing on secure and scalable private data retrieval, kNN search implementation, and cross-cloud data management solutions.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

OpenSource Connections

Judge Moody's - Automating Semantic Search Relevance Evaluation with LLM Judges

Discover how Moody's automated semantic search evaluation using LLM judges, achieving 80% agreement with experts while cutting experiment time from days to minutes.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

NDC Conferences

Supercharged Search with Semantic Search and Vector Embeddings

Discover how to implement semantic search using vector embeddings, Azure SQL Database, and .NET to create meaning-based search that goes beyond keyword matching.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

OpenSource Connections

MiniCoil - A Hybrid Sparse Retrieval Model for Scalable and Context-Aware Semantic Search

Explore MiniCoil's hybrid sparse retrieval architecture that combines transformer embeddings with efficient dimensionality reduction for scalable semantic search systems.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Pinecone

Semantic Search and Reranking with Cohere and Pinecone - Building Advanced Search Pipelines

Discover how to enhance search relevance using Cohere's Rerank 3.5 model with Pinecone, focusing on financial data optimization and improved query handling for semantic search pipelines.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

All Things Open

Search in the AI Era: How Semantic Search and Agentic AI Are Revolutionizing Information Discovery

Explore how large language models are transforming information discovery through semantic search and agent-based systems, with insights on natural language understanding, personalized experiences, and the future of AI-powered search.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Pinecone

Live Code Review - Pinecone Semantic Search

Build a TypeScript semantic search engine by batching text embeddings, indexing them in Pinecone, and querying the resulting index.

• YouTube
• 1 hour 2 minutes
• Self-Paced
• Free Video

James Briggs

Using Semantic Search to Find GIFs

Build a GIF search engine that retrieves relevant images from natural-language prompts using semantic search.

• YouTube
• 18 minutes
• Self-Paced
• Free Video

MLCon | Machine Learning Conference

Practical LLM Fine-Tuning for Semantic Search

Explore fine-tuning LLMs for semantic search in specialized domains. Learn data requirements, training techniques, and practical insights to enhance search capabilities using open-source tools.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

OpenSource Connections

Retro Relevance: Lessons Learned Balancing Keyword and Semantic Search

Explore strategies for enhancing search relevance by combining traditional keyword-based methods with semantic search, addressing limitations and improving user satisfaction.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

OpenSource Connections

CLAP With Me: Step-by-Step Semantic Search on Audio Sources

Explore CLAP for semantic search on audio data. Learn to build an application generating CLAP embeddings, indexing to Opensearch, and implementing audio-based semantic queries.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Conf42

The Future of Search - Empowering Semantic Search with LLMs

Explore the evolution of search technology, focusing on vector databases and LLMs. Learn about semantic search setup, real-world applications, and see a practical demonstration.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Data Science Dojo

Vector Embeddings for Semantic Search Made Easy with Practical Tips

Explore vector embeddings for semantic search, learning techniques to create meaningful representations, efficient similarity search algorithms, and practical strategies for enhanced information retrieval.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Open Data Science

Semantic Search: Revolutionizing Information Retrieval - Nils Reimers

Explore semantic search's power to enhance retrieval accuracy using pre-trained transformer networks. Learn how it overcomes lexical limitations and improves multilingual search efficiency across 100+ languages.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

Coursera

Build Chroma Search

Build a semantic search engine with the Chroma vector database: index documents with embeddings, measure relevance with MRR and precision@5, and deploy a Flask API.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course