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|Lab goals|Learn about Aggregation Pipelines writing Aggregation Pipelines|
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|Prerequisites|A MongoDB database an sample data, you can create a free forever cluster following [these instructions](/docs/mongodb-atlas/prerequisites)|
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|What you'll learn|What an Aggregation Pipeline is|
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|Queries|You'll learn how to query and manipulate data using the Aggregation Pipeline|
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|What you'll learn|What are Aggregation Pipelines |
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||How are they different from simple MongoDB queries or SQL|
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||How to use simple pipelines to get data, filter it, show the fields needed|
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||How to write more advanced pipelines, querying arrays, counting and sorting results|
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||How to do JOINs using $lookup|
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||How to group data|
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||Exporting data|
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||How to write aggregations using popular programming languages (TBD)|
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|Time to complete|90 mins|
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In the navigation bar and in some pages, you will notice some icons. Here is their meaning:
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