DEV400: MongoDB Developer Extension
03/31/2026

Explore advanced MongoDB capabilities beyond basic storage and retrieval, i…

DA610: Advanced Queries and Data Processing
11/27/2025

Dive into a series of focused, hands-on exercises designed to challenge and…

Fundamentals of Data Transformation

Learn how to build aggregation pipelines to process, transform, and analyze…

Comparison of Two Arrays (Lab Only)

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

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…

Using MongoDB with PHP

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

MongoDB Aggregation in PHP

Learn how to create aggregation pipelines with PHP by using MongoDB's aggre…

MongoDB Aggregation with C#

Learn how to create aggregation pipelines with C#.

MongoDB Aggregation with Java

Learn how to create aggregation pipelines with Java.

MongoDB Aggregation in Python

Learn how to create aggregation pipelines with Python.

MongoDB Aggregation with Node.js

Learn how to create aggregation pipelines with Node.js.

MongoDB Aggregation

Learn how to create aggregation pipelines that enable you to analyze and su…