MongoDB Shell Cheat Sheet

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

Atlas Search Course

Learn how to achieve a seamless full-text search experience with Atlas Sear…

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 Associate Atlas 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…

Associate Data Modeler Exam Study Guide

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

MongoDB Associate Atlas Administrator Exam

Be one of the first to earn the MongoDB Associate Atlas Administrator certi…

MongoDB Associate Data Modeler Exam

When you become MongoDB Certified, you're achieving the same level of exper…

Getting Started With MongoDB Atlas (Lab Only)

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

MongoDB Atlas and AWS CloudFormation

Learn to use AWS CloudFormation to create Atlas instances.

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…

Understand when and when not to use the $group blocking stage in combination with $unwind (Lab Only)

In this lab, you will learn when to use the $group blocking stage with $unw…

Improving Performance of $sort stages (Lab Only)

This lab helps you learn how you can improve the performance of $sort by re…

Better alternatives to a $project stage (Lab Only)

This lab helps you learn in which scenarios it is better to use $project an…

Getting Started with Laravel and MongoDB

Learn how to use Laravel with MongoDB, an integration that allows you to l…

Atlas Stream Processing

Learn core concepts of streaming data and how Atlas Stream Processing trans…

Intro to Data Modeling (Webinar)

Since relational schema and MongoDB schema are different, a question we get…

Introduction to Atlas Search

Learn how to use Atlas Search to build search functionality for your applic…

Getting Started with the MongoDB C Driver

Learn how to install, setup, and commit CRUD operations using the MongoDB C…

MongoDB VS Code Extension

Learn how to use the MongoDB VS Code extension to create, manage, and query…

Using Momento with MongoDB

Learn the fundamentals of caching on your MongoDB data for database perform…

Schema Design for App Performance

Learn about evaluating the performance of NoSQL databases.

Advanced Schema Design Patterns

Learn how to apply advanced schema design patterns to an application to imp…

Comparing NLP Techniques for Scalable Search

This student project compares four popular natural language processing (NP…

Introduction to MongoDB

The Introduction to MongoDB course guides you through the foundational skil…

Using MongoDB with Node.js

This course guides you through everything you need to get started with Mong…

Using MongoDB with Java

This course guides you through everything you need to get started with Mong…

Using MongoDB with C#

This course guides you through everything you need to get started with Mong…

Using MongoDB with Python

This course guides you through everything you need to utilize MongoDB as yo…

Using MongoDB with PHP

This course guides you through everything you need to get started with Mong…

MongoDB for SQL Professionals

This course guides you through the foundational knowledge and skills needed…