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…

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…

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…

MongoDB CRUD Operations in PHP

Learn how to perform basic create, read, update, and delete (CRUD) operatio…

Self-Managed Database Security

Learn about basic security concepts and encryption. Then, you'll learn abou…

MongoDB Database Administrator Tools

Learn how to use a suite of command-line tools to administer and manage you…

MongoDB Database Metrics & Monitoring

Learn the basics of monitoring MongoDB Atlas and self-managed deployments.

MongoDB Atlas Administration

Learn how to administer a MongoDB deployment with Atlas. Using the Atlas UI…

MongoDB Atlas Backup & Recovery

Learn about all the rich features provided by MongoDB Atlas to support the …

MongoDB Indexes II

Learn about the inner workings of indexes and how they help improve query p…

MongoDB Atlas Security

Learn about basic security concepts and encryption. Then, you'll learn abou…

Identifying Database Workloads

Learn how to identify the database workload of an application which is the …

Connecting to MongoDB in PHP

Learn about the PHP driver for MongoDB and how to use it to connect your PH…

Modeling Data Relationships

Learn how to identify and model data relationships in an application which …

MongoDB Aggregation in PHP

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

MongoDB for SQL Experts

Learn the difference between MongoDB Query Language and Structured Query La…

MongoDB Logging Basics

Learn about MongoDB deployment logs in more detail. It covers log access, e…

MongoDB Atlas Upgrades & Maintenance

Learn about key features offered by MongoDB Atlas to support effective upgr…

Replication in MongoDB

Learn about MongoDB replication and how it enables data durability, data re…

Schema Design Patterns

Learn how to apply schema design patterns to an application which is the th…

Self-Managed Upgrades & Maintenance

Learn about the importance of upgrading and maintaining self-managed MongoD…

Self-Managed Backup & Recovery

Learn about MongoDB's approaches to safeguarding and recovering data. You'l…

Self-Managed Server Administration

Learn how to administer a self-managed MongoDB deployment by using differen…

The MongoDB Shell

Learn how to use the MongoDB Shell to interact with local and remote MongoD…

Queryable Encryption

Learn about Queryable Encryption's process of encrypting sensitive client-s…

MongoDB Relational Migrator

Learn about MongoDB's Relational Migrator and how it can be used to transit…

Associate Developer Exam PHP

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

Associate Developer PHP Practice Questions

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

Move Data to/from Atlas

Learn how to use mongorestore and mongodump to get binary data in and out o…

Move Data to/from your Cluster

Learn how to use mongorestore and mongodump to get binary data in and out o…

Move JSON to/from Atlas

Learn how to use mongoimport and mongoexport to get JSON data in and out of…

Move JSON to/from your Cluster

Learn how to use mongoimport and mongoexport to get JSON data in and out of…

Use an External Editor in mongosh

Learn how to use an external text editor with mongosh