Milvus Courses and Certifications

Introduction to Milvus (Vector Database) Using Python

827 ratings at Udemy

Learn the basics of Milvus (Vector Database), learn to work with Milvus using PyMilvus and more !

• Udemy
• 1 hour 53 minutes
• On-Demand
• Paid Course

CMU Database Group

Milvus: A Purpose-Built Vector Data Management System

Explore Milvus, a purpose-built vector data management system, and its applications in efficient similarity search and AI-powered data analysis.

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

Milvus - Building Unstructured Data Services for AI Applications

Explore unstructured data services with Milvus, focusing on vector databases, distributed deployment, and AI applications in writing, image search, and pharmaceutical analysis.

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

Federated Vector Retrieval Across Organizations With Milvus, OPA and VLLM

Explore federated vector retrieval using Milvus, OPA, and vLLM to enable secure cross-organizational RAG systems while respecting data governance policies.

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

Nvidia

Building Multimodal AI RAG with LlamaIndex, NVIDIA NIM, and Milvus - LLM App Development

2 reviews

Learn to build a multimodal AI RAG application using LlamaIndex, NVIDIA NIM, and Milvus. Covers document processing, vector database integration, inference with Llama 3, and seamless orchestration for efficient Q&A experiences.

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

The Evolution of Milvus - A Cloud-Native Vector Database

Explore Milvus 2.0, a cloud-native vector database for unstructured data. Learn its architecture, features, and real-world applications in art, security, real estate, and e-commerce.

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

Nvidia

Building LLM Assistants with LlamaIndex, NVIDIA NIM, and Milvus - LLM App Development

Learn to create a Q&A chatbot using NVIDIA NIM for embeddings, Milvus for storage, Llama3 for inference, and LlamaIndex for seamless integration in this comprehensive tutorial.

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

The Rise of Vector Databases - Lessons from the Milvus Community

Explore vector databases, their rise in managing unstructured data, and insights from Milvus. Learn about embeddings, production use cases, challenges, and future developments in this emerging field.

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

Evolution of Milvus Cloud-Scalable Vector Database

Explore the development and capabilities of Milvus, a cloud-scalable vector database, with insights from Zilliz experts on its evolution and applications.

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

Milvus - Accelerating Approximate Nearest Neighbor Search for Large Scale Datasets

Explore techniques to accelerate Approximate Nearest Neighbor Search for large datasets using Milvus. Learn about unstructured data services, vector databases, and real-world AI applications.

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

Milvus Vector Database - Unlocking the Future of Open Source Vector Databases

Explore Milvus, a high-performance cloud-native vector database. Learn its history, architecture, unique features, and real-world applications in RAG, recommendation systems, and molecular search.

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

MLOps.community

Fresh Data and Smart Retrieval: Milvus and Jina CLIP Explained - MLOps Mini Summit 7

Explore vector database updates, Milvus mechanics, and Jina CLIP's novel multi-task contrastive training for enhanced multimodal and text-based retrieval systems. Master data freshness in high-throughput, low-latency scenarios.

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

Devoxx

Building an Advanced Agentic RAG System with Langchain, Ollama, and Milvus

Construisez un système RAG avancé avec Langchain, Ollama et Milvus. Découvrez les stratégies pour automatiser la prise de décision, naviguer sur Internet et s'auto-corriger.

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

StreamNative

Powering Billion Scale Vector Search at Milvus with Apache Pulsar

Discover how Apache Pulsar enables Milvus vector database to achieve billion-scale vector search capabilities through pub/sub architecture and distributed system design.

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

Scalable LLM Inference on Kubernetes With NVIDIA NIMS, LangChain, Milvus and FluxCD

Explore building scalable LLM inference services on Amazon EKS using NVIDIA NIMS, LangChain, Milvus, and FluxCD for optimal GPU utilization and GitOps-driven deployments.

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