Faiss Courses and Certifications

DigitalSreeni

Understanding FAISS for Efficient Similarity Search of Dense Vectors

Discover how FAISS library enables fast similarity search and clustering of dense vectors, focusing on IndexFlatL2 and IndexIVF approaches for optimized vector matching and clustering.

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

Coursera

Unify Modalities: Cross-Modal Retrieval

Master cross-modal retrieval systems that bridge text and images using FAISS, attention mechanisms, and multimodal embeddings for production-scale AI applications.

• Coursera
• 1 hour 36 minutes
• On-Demand
• Paid Course

James Briggs

Vector Similarity Search and Faiss Course

Master vector similarity search techniques and Faiss implementation through hands-on practice with traditional methods, advanced indexing, and performance optimization strategies.

• YouTube
• 6 hours 16 minutes
• On-Demand
• Free Video

James Briggs

IndexLSH for Fast Similarity Search in Faiss

Explore fast similarity search using IndexLSH in Faiss. Learn efficient implementation techniques for large-scale data retrieval and comparison in AI applications.

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

James Briggs

Choosing Indexes for Similarity Search - Faiss in Python

Explore Faiss indexes for efficient similarity search, comparing Flat, LSH, HNSW, and IVF to optimize performance in large-scale datasets. Learn to choose and implement the best index for your needs.

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

James Briggs

HNSW for Vector Search Explained and Implemented with Faiss - Python

Demystifying HNSW algorithm for vector similarity search, explaining its foundations, implementation with Faiss, and optimization techniques for top-performing indexes in approximate nearest neighbor searches.

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

Nvidia

Developing Local AI Copilots with LangChain, NVIDIA NIM, and FAISS - LLM App Development

Learn to build a local AI copilot using LangChain, NVIDIA NIM, and FAISS. Covers document processing, vector storage, inference with Llama 3, and LangChain orchestration for responsive LLM applications.

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

The Machine Learning Engineer

Langchain: Conversational QA Tool with Gemini, Langchain, and Faiss

Crea un chatbot de preguntas y respuestas conversacional utilizando Langchain, Gemini Pro 1.5, Faiss y Vertex AI para consultar una base de conocimientos personalizada.

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

The Machine Learning Engineer

LLMOps with Langchain, OpenAI, and Faiss on Databricks - Creating a Retrieval QA Tool

Develop a Retrieval QA tool using Langchain, OpenAI, and Faiss. Learn to save components in Databricks' MLFLOW, work with Model Governance, and perform inference after chain retrieval.

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

DigitalSreeni

Image Retrieval System Using Vision Transformer and FAISS with GUI - Tutorial 351

Discover how to build an efficient image retrieval system using Vision Transformer and FAISS, complete with a user-friendly GUI for seamless searching and indexing of similar images.

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

DigitalSreeni

Efficient Image Retrieval System Using Vision Transformer and FAISS

Master building an image retrieval system using Vision Transformer and FAISS to efficiently search and find similar images through feature extraction, indexing, and similarity matching techniques.

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

Document Processing and Retrieval with LangChain in JavaScript

Master document processing and retrieval using LangChain in JavaScript to build intelligent applications that efficiently extract and search information from various document types.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

LlamaIndex Develop LLM Powered Apps [UPDATE - 2026]

4114 ratings at Udemy

[UPDATE - 2026]) Learn LlamaIndex by building FAST a real world generative ai LLM powered application LLM (Python)

• Udemy
• 6 hours 32 minutes
• On-Demand
• Paid Course

Basic to Advanced: Retreival-Augmented Generation (RAG)

3493 ratings at Udemy

Multi-modal RAG Stack: A Hands-on Journey Through Vector Stores, LLM Integration, and Advanced Retrieval Methods

• Udemy
• 2 hours 39 minutes
• On-Demand
• Paid Course

Ultimate RAG Bootcamp Using Langchain,LangGraph & Langsmith

2279 ratings at Udemy

Build powerful RAG pipelines: Traditional, Advanced, Multimodal & Agentic AI with LangChain,LangGraph and Langsmith

• Udemy
• 1 day 7 hours 44 minutes
• On-Demand
• Paid Course