Schema Design Patterns and Anti-patterns

Learn essential schema design patterns like inheritance and computed patter…

Unit 2 for Equivalency Testing

Skill Course for Equivalency Testing

Testing Course for the means of showing Equivalencies.

Building RAG Applications with Semantic Kernel and MongoDB

Learn to use Semantic Kernel to build a RAG application powered by Atlas Ve…

Building RAG Applications with LlamaIndex and MongoDB

Learn to use LlamaIndex to build a RAG application powered by Atlas Vector …

Best Practices for Atlas Vector Search Performance

Review top tips to get the most out of your Atlas Vector Search instance.

Data Ingestion for RAG Applications

Learn about the Data Ingestion Pipeline for retrieval-augmented generation …

Managing Atlas Vector Search Indexes

Learn how to manage your Atlas Vector Search indexes using the Atlas CLI an…

Evaluating RAG Application Results

Learn how to evaluate your RAG applications for optimal performance.

Using Atlas Vector Search for RAG Applications

Learn how to implement retrieval-augmented generation (RAG) with MongoDB in…

Deployment Options for GenAI Apps with MongoDB

Learn how to take your generative AI application from creation to deploymen…

MongoDB and GenAI Glossary

A guide to key terms and concepts used when building, deploying, and evalua…

Chunking Data for RAG Applications

Learn about how to transform your data for retrieval-augmented generation (…

Getting Started with EF Core and MongoDB

Learn how you can use the Entity Framework Core with MongoDB.

OFS500: Ops Manager API
08/09/2024

Use the Ops Manager API to provision and manage MongoDB clusters on self-ma…

Steps to Certification Success

Your Essential Guide to Earning Your MongoDB Certification

Choosing the Right Atlas Backup Policy

MongoDB SQL Cheat Sheet

A reference guide, complete with examples, of SQL statements and the corres…

Using the Bulk API with the MongoDB PyMongo Driver (Lab Only)

Batch a number of operations together to improve performance with large dat…

Using Network Compression with the PyMongo Driver (Lab Only)

Reduce the network usage of your application using network compression with…

Using the Bulk API with the MongoDB NodeJS Driver (Lab Only)

Batch a number of operations together to improve performance with large dat…

Using Network Compression with the MongoDB NodeJS Driver (Lab Only)

Reduce the network usage of your application using network compression with…

FastAPI and MongoDB

Learn how to create a FastAPI application and connect it to a MongoDB datab…

Atlas Administrator Practice Questions

Exam-grade questions per topic provided for you to test your knowledge as w…

MongoDB Shell Cheat Sheet

A reference guide, complete with examples, of commonly used commands in the…

Using Vector Search for Semantic Search

Learn all about Atlas Vector Search as you build a semantic search feature.…

Introduction to AI and Vector Search

Learn about the foundations of AI and how Atlas Vector Search fits in.

Autocomplete with Atlas Search

Learn how to enhance user experience by adding the autocomplete functionali…

Analyzers in Atlas Search

Learn all about analyzers in Atlas Search and the crucial role they play in…

Advanced Queries with Atlas Search

Learn how to write Atlas Search queries using features such as the compound…

MongoDB Atlas Administrator Exam Study Guide

Review recommended training and see the exam objectives so you can focus yo…

Associate Data Modeler Practice Questions

Exam-grade questions per topic provided for you to test your knowledge as w…

Data Modeler Exam Study Guide

Review recommended training and see the exam objectives so you can focus yo…

Getting Started With MongoDB Atlas (Lab Only)

Learn how to use mongosh to connect and perform CRUD operations on a runnin…

Schema Design Anti Patterns

Learn about common anti-patterns and how to avoid them when data modeling w…

Comparison of Two Arrays (Lab Only)

In this lab, you will learn to create a view with redacted data and mask va…

Managing Atlas Search Indexes

Learn how to manage Atlas Search indexes with the Atlas UI, Atlas CLI, and …

Schema Lifecycle Management

Learn how to update and migrate your schema.

Masking Sensitive Fields (Lab Only)

In this lab, you will learn to create a view with redacted data and mask va…

Redacting sensitive data (Lab Only)

In this lab, you will learn to create a view with redacted data.

Joining array fields (Lab Only)

In this lab, you will learn to join 2 array fields in a document using the …

Calculating Percentiles from array entries (Lab Only)

In this lab, you will learn how to use the aggregation framework to calcula…

Summarizing Arrays For First, Last, Minimum, Maximum & Average Values (Lab Only)

In this lab you will learn to summarize arrays with $first, $last, $max, $m…

One-to-One join with $lookup (Lab Only)

In this lab, you will learn how to use the aggregation framework to perform…

Finding distinct values (Lab Only)

In this lab, you will learn how to use the aggregation framework to list di…

Learning to group and summing items (Lab Only)

In this lab, you will learn how to use the aggregation framework to generat…

Filtering a top subset (Lab Only)

In this lab, you will learn how to use the aggregation framework to filter …

Transforming data with the $map and $reduce aggregation operators (Lab Only)

In this lab, you will learn to use the $map and the $reduce operators to ma…