Fundamentals of Data Transformation / Conclusion
Fundamentals of Data Transformation
Excellent work! You learned how to:
Learning Objectives
Define Aggregation framework: Understand how the aggregation framework works in MongoDB, including its purpose, benefits, and common aggregation patterns.
Understand Aggregation Pipeline Stage Ordering: Learn how the order of aggregation pipeline stages impacts performance and results, and apply best practices for efficient pipeline structuring.
Build an Aggregation Pipeline: Learn how to build and optimize aggregation pipelines to efficiently process, transform, and manipulate data using various pipeline stages.
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Resources
Use the following resources to learn more about Aggregation Framework:
- Practical MongoDB Aggregations by Paul Done
- MongoDB hands-on labs
- https://www.mongodb.com/docs/manual/aggregation/
- https://www.mongodb.com/docs/manual/core/aggregation-pipeline/
- $match | $group | $project | $sort | $limit | $unwind | $lookup | $set
- https://www.practical-mongodb-aggregations.com
- https://www.mongodb.com/resources/products/capabilities/aggregation
- https://learn.mongodb.com/courses/mongodb-aggregation-in-python
- https://learn.mongodb.com/courses/mongodb-aggregation-with-nodejs
- https://learn.mongodb.com/courses/mongodb-aggregation-with-java
- https://learn.mongodb.com/courses/mongodb-aggregation-with-c-sharp
- MongoDB Aggregation Cheat Sheet