AI Learning Hub

Designed for developers of all skill levels, the AI Learning Hub offers three self-paced tracks that include the technical content you need to build AI applications with MongoDB.

Filters

What is an AI Stack?

Dive into the AI ecosystem and understand the current state of generative AI applications.

University Course

Introduction to AI and Vector Search

Learn about foundational AI concepts like machine learning, deep learning, and natural language processing.

Vector Search Fundamentals

Earn a Skill Badge and learn how to build and optimize RAG apps using MongoDB.

What Are Vector Databases?

Learn what a vector database is, and how it works.

On-Demand Video

Vector Search: The Future of Data Querying Explained | Semantic Searching

Explore how Vector Search works, its benefits, and how to implement it.

Atlas Vector Search Overview

Discover how Atlas Vector Search powers semantic queries and AI apps.

Atlas Vector Search Quick Start

Learn how to load vector embeddings, create an index and perform semantic search in just 15 minutes.

How to Create Vector Embeddings

Learn how to create vector embeddings for Atlas Vector Search.

RAG with MongoDB

Earn a Skill Badge and learn how to build and optimize RAG apps using MongoDB.

Ready to start building?

Take what you've learned and start crafting your bery own AI application in MongoDB.

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