Course Code: mongodbaggregation
Duration: 14 hours
Prerequisites:
- An understanding of data analysis concepts
- Experience with MongoDB
Audience
- Data analysts
- Data scientists
Overview:
The MongoDB Aggregation Framework is a simplified and sequential approach to querying, transforming, and processing data in MongoDB.
This instructor-led, live training (online or onsite) is aimed at data analysts and data scientists who wish to use the MongoDB Aggregation Framework to perform data analysis while simplifying complex operations and aggregation pipelines.
By the end of this training, participants will be able to:
- Install and configure MongoDB for data analysis.
- Understand the concepts and stages of the MongoDB Aggregation Framework.
- Learn about the basic structure, syntax, and operations for aggregation.
- Learn how to handle advanced operations in aggregation.
- Apply some optimization tools and techniques to improve aggregation performance.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Course Outline:
Introduction
- What is MongoDB's Aggregation Framework?
- Aggregation Framework vs Map-Reduce
Understanding Aggregation Concepts
- Aggregation pipelines
- MongoDB aggregation stages
- Use cases and examples
Getting Started
- Installing and configuring MongoDB
- Exploring MongoDB Compass and Studio 3T
- Basic CRUD operations
Aggregation Basics
- Structure and syntax
- Query conditions ($match)
- Inclusion and exclusion of fields ($project)
- Grouping documents ($group)
- Working with arrays ($unwind)
- $lookup and $graphLookup stages
- Expression operators
Advanced Operations in Aggregation
- Categorizing documents ($bucket)
- Multi-faceted aggregations ($facet)
- Accumulator expressions ($accumulator)
- Writing results to a collection ($merge)
Optimizing Aggregation Pipelines
- Projection optimization
- Pipeline sequence optimization
- Pipeline coalescence optimization
- Indexes and document filters
Troubleshooting
Summary and Next Steps
Sites Published:
United Arab Emirates - Data Analysis with MongoDB Aggregation Framework
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Brasil - Análise de Dados com o Framework de Agregação do MongoDB
Canada - Data Analysis with MongoDB Aggregation Framework
香港 - Data Analysis with MongoDB Aggregation Framework
澳門 - Data Analysis with MongoDB Aggregation Framework
USA - Data Analysis with MongoDB Aggregation Framework
Österreich - Datenanalyse mit dem MongoDB Aggregation Framework
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Czech Republic - Analýza dat s MongoDB Aggregation Framework
Denmark - Data Analysis with MongoDB Aggregation Framework
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Finland - Data Analysis with MongoDB Aggregation Framework
Greece - Ανάλυση Δεδομένων με το Πλαίσιο Αρθροποίησης MongoDB
Magyarország - Adatelemzés a MongoDB Aggregation Frameworkkel
Ireland - Data Analysis with MongoDB Aggregation Framework
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España - Análisis de Datos con el Marco de Agregación de MongoDB
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Nederland - Data Analyse met MongoDB Aggregatie Framework
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Portugal - Análise de Dados com o Framework de Agregação do MongoDB
România - Analiza Datelor cu MongoDB Aggregation Framework
Sverige - Dataanalys med MongoDB Aggregation Framework
Türkiye - MongoDB Aggregation Framework ile Veri Analizi
Malta - Data Analysis with MongoDB Aggregation Framework
Belgique - Analyse de Données avec le Cadre d'Aggrégation MongoDB
France - Analyse de Données avec le Cadre d'Aggrégation MongoDB
日本 - MongoDB Aggregation Framework を使用したデータ分析
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Polska - Analiza danych z wykorzystaniem MongoDB Aggregation Framework
United Kingdom - Data Analysis with MongoDB Aggregation Framework
South Korea - MongoDB Aggregation Framework를 활용한 데이터 분석
Pakistan - Data Analysis with MongoDB Aggregation Framework
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Bulgaria - Анализ на данни с помощта на MongoDB Aggregation Framework
Bolivia - Análisis de Datos con el Marco de Agregación de MongoDB
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Moldova - Analiza Datelor cu MongoDB Aggregation Framework
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