Учебные материалы по MongoDB

Learn how to run your first MongoDB vector search. This tutorial walks you through finding similar items with embeddings and step-by-step examples.

Learn what MongoDB Compass is and how to use the visual tool for database management.

Secure MongoDB from NoSQL injection by validating input, securing queries, and using defense-in-depth. Learn attack patterns and prevention in this guide.

Master the MongoDB Query API with this comprehensive guide to CRUD operations, advanced filters, data aggregation, and performance-boosting indexing.

Learn a few querying techniques for nested documents and arrays within MongoDB.

Learn what PyMongo is, why Python developers use it with MongoDB, and how to quickly connect MongoDB to your Python app.

Learn to build full-stack web apps fast with the FARM stack (FastAPI, React, MongoDB). This beginner-friendly guide goes through setup, features, and deployment in one click.

Learn how to install MongoDB on Ubuntu, configure the service, and verify the setup in this beginner-friendly tutorial.

This guide walks you through running MongoDB in Docker, covering both quick command-line deployments and full Docker Compose configurations. It’s perfect for developers looking to self-host or experiment locally without immediately jumping into cloud hosting.

This guide teaches you how to enforce clean and consistent data in MongoDB using schema validation, balancing flexibility with structure.

Discover how to create a MongoDB database from the shell or with a script, plus common pitfalls to avoid.

Learn how collections are created in MongoDB, when to define them explicitly, and key configuration options.