What you'll learn:
- Basics of Vector databases
- Introduction to Milvus and Installing Milvus
- Collections, Partitions and Indexes in Milvus
- PyMilvus - Python SDK for Milvus
- A Real world Example using Milvus
- Role Based Access Control in Milvus
- Attu - UI based tool for managing Milvus
Milvus is the world's first open-source vector database system that can store, index, and search across Billions of vectors! Vector databases are one of the emerging technologies of the decade supporting modern AI tools and learning Milvus to build highly scalable and real-time AI applications can help you progress faster in your career.
This course will provide you with solid practical Skills in Milvus using its Python SDK (PyMilvus). Before you begin, you are required to have basic knowledge on
Python Programming
Linux Commands
Docker and Docker Compose
Some of the highlights of this course are
All lectures have been designed from the ground up to make the complex topics easy to understand
Ample working examples demonstrated in the video lectures
Downloadable Python notebooks with the examples that were used in the course
Precise and informative video lectures
Quiz at the end of important video lectures
Covers a wide range of fundamental topics in Milvus
After completing this course, you will be able to
Install and work with Milvus using Python
Manage Collections and indexes in Milvus
Perform vector search on vectors stored in Milvus
Manage users and roles in Milvus
Use Attu, a web-based UI that can be used to manage Milvus
Use Milvus to build scalable AI apps
This course will be updated periodically and enroll now to get lifelong access to this course!
Course Updates:
17-05-2024 - Updated the course for version 2.4.1. updated the video lectures on Collection, Indexes and installation. Added new lecture videos on Dynamic schema and custom partition key.
01-02-2024 - Updated the quiz section under collections and indexes
04-11-2023 - Added a new section with working examples
04-07-2023 - Added quiz on Flat, IVF, Scalar quantization, Product Quantization, and HNSW Indexes
25-06-2023 - Added a new chapter of video lectures on Milvus Indexes
11-06-2023 - Updated the quiz questions
