ILT: 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


      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.


      You can view all upcoming public training sessions via the MongoDB Instructor-led Training Schedule.

      If you've already purchased training, and you're looking to register for an upcoming session, email training@mongodb.com with the following information:

      • Public Training Session Name
      • The names and email addresses of all attendees you'd like to register

      If you are interested in purchasing seats for one of these upcoming sessions, speak to your MongoDB representative, or contact us directly.


      This course is available as a private session for Precision Learning Programs (PLPs). With private training, you can select specific courses to deliver to your team in a dedicated classroom, on a schedule that works for you.

      Speak with your MongoDB Sales representative to build a custom training plan.

      When you're ready to schedule your private sessions, coordinate with your Professional Services representative to select delivery dates.

      Please note: minimum requirements must be met to schedule private sessions.


      Looking to purchase MongoDB Training?

      You can buy public training seats or annual passes directly using a credit card through the link below.

      To explore larger, customized training programs, speak to your MongoDB representative or contact us directly here.

      Purchase Public Training

      Ready to register?

      Use the 'Public Training Schedule' tab to see upcoming public dates and how to register.