DA660: AI & Vector Search
Get introduced to the fundamentals of Generative AI and learn how Atlas Vector Search powers semantic search and delivers contextually relevant responses to user queries. By mastering its core capabilities, you'll be prepared to contribute to the innovative technologies transforming how we interact with AI.
Advanced Training: DA660 - AI Basics & Vector Search
Overview
This fundamental level course introduces vector searching, the relevant basic concepts, and how to use Atlas Vector Search for tasks such as semantic search and image matching.
Understanding these concepts enables you to leverage and contribute to the cutting-edge technologies revolutionizing the way we interact with AI systems. Students will put their knowledge into practice by building a small image search website.
Intended Audience
This training workshop is intended for developers who have completed the Developer Foundation courses and are using MongoDB Atlas.
Workshop Objectives
In this training workshop, you will cover the following topics:
Vectors and vector searching
Approximate Nearest Neighbours (ANN) Search
Hierarchical Navigable Small Worlds (HNSW) Algorithm
Text Embeddings and Chunking Techniques
Atlas Vector Search applications
MongoDB’s applications as a Vector Database
Atlas Vector Nodes
Duration
- 1 Day
Learning Paths
Please see the MongoDB Learning Paths here!
Program Datasheets
Meetings
Course prerequisites
This course has the following prerequisites:
- MDB100: MongoDB Database and Security
- MDB200: MongoDB Optimization and Performance
- MDB300: MongoDB Production Readiness
- DEV400: MongoDB Developer Extension
Language
This course is offered in multiple languages. Coordinate with your MongoDB representative to find out more.
Course access
This course is entirely virtual and will be conducted over Zoom video conferencing and Instruqt hands-on lab environments.
TBD
This course is available through Private Training for customers with 7 or more Training Subscriptions.
Private Training allows you to select specific courses and deliver them to your team in a private classroom, scheduled at your convenience.
Please contact your Professional Services representative to discuss available dates for private training.
Important: Private sessions can only be arranged if 7 or more engineers commit to attending.
