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Practical MongoDB Aggregations
Practical MongoDB Aggregations

Practical MongoDB Aggregations: The official guide to developing optimal aggregation pipelines with MongoDB 7.0

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Profile Icon Paul Done
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$12.99 per month
Full star icon Full star icon Full star icon Full star icon Full star icon 5 (17 Ratings)
Paperback Sep 2023 312 pages 1st Edition
eBook
$59.99
Paperback
$74.99
Subscription
Free Trial
Renews at $12.99p/m
Arrow left icon
Profile Icon Paul Done
Arrow right icon
$12.99 per month
Full star icon Full star icon Full star icon Full star icon Full star icon 5 (17 Ratings)
Paperback Sep 2023 312 pages 1st Edition
eBook
$59.99
Paperback
$74.99
Subscription
Free Trial
Renews at $12.99p/m
eBook
$59.99
Paperback
$74.99
Subscription
Free Trial
Renews at $12.99p/m

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Key benefits

  • Build effective aggregation pipelines for increased productivity and performance
  • Solve common data manipulation and analysis problems with the help of practical examples
  • Learn essential strategies to aggregate time series data in financial datasets and IoT
  • Purchase of the print or Kindle book includes a free PDF eBook

Description

Officially endorsed by MongoDB, Inc., Practical MongoDB Aggregations helps you unlock the full potential of the MongoDB aggregation framework, including the latest features of MongoDB 7.0. This book provides practical, easy-to-digest principles and approaches for increasing your effectiveness in developing aggregation pipelines, supported by examples for building pipelines to solve complex data manipulation and analytical tasks. This book is customized for developers, architects, data analysts, data engineers, and data scientists with some familiarity with the aggregation framework. It begins by explaining the framework's architecture and then shows you how to build pipelines optimized for productivity and scale. Given the critical role arrays play in MongoDB's document model, the book delves into best practices for optimally manipulating arrays. The latter part of the book equips you with examples to solve common data processing challenges so you can apply the lessons you've learned to practical situations. By the end of this MongoDB book, you’ll have learned how to utilize the MongoDB aggregation framework to streamline your data analysis and manipulation processes effectively.

Who is this book for?

This book is for intermediate-level developers, architects, analysts, engineers, and data scientists who are interested in learning about aggregation capabilities in MongoDB. Working knowledge of MongoDB is needed to get the most out of this book.

What you will learn

  • Develop dynamic aggregation pipelines tailored to changing business requirements
  • Master essential techniques to optimize aggregation pipelines for rapid data processing
  • Achieve optimal efficiency for applying aggregations to vast datasets with effective sharding strategies
  • Eliminate the performance penalties of processing data externally by filtering, grouping, and calculating aggregated values directly within the database
  • Use pipelines to help you secure your data access and distribution

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Publication date : Sep 07, 2023
Length: 312 pages
Edition : 1st
Language : English
ISBN-13 : 9781835080641
Vendor :
MongoDB
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Product Details

Publication date : Sep 07, 2023
Length: 312 pages
Edition : 1st
Language : English
ISBN-13 : 9781835080641
Vendor :
MongoDB
Category :
Languages :
Tools :

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Frequently bought together


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(17 Ratings)
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G C ROBINSON Sep 30, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I've worked with non-relational databases for over 20 years and - full disclosure - now work for MongoDB. After being at the company for a couple of months, I thought I had a pretty good understanding of aggregation pipelines, but after reading the e-book version of this title I quickly realized I still had a lot to learn. I had three takeaways from reading the book:1. Aggregation pipelines are amazing - easily one of MongoDB's best features.2. If you are serious about MongoDB, the material covered by this book is essential knowledge.3. Paul does a great job of covering the material in a way that is approachable and easy to understand.Whether you are new to MongoDB or have been using it for some time, I can't recommend this book enough.
Amazon Verified review Amazon
Amazon Customer Oct 13, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
I've been working with MongoDB for 9 nine years.Before reading this book, I thought I had a decent understanding of working with MongoDB aggregation pipelines. After reading it for the first time, I realised that there were so many gaps in my knowledge, and much of what I was doing could be done in much more efficient ways.Every week, I have multiple technical meetings with development teams moving to MongoDB – whenever aggregation comes up, this book is the firt place I send people.Whether you're completely new to MongoDB or consider yourself an old hand at MongoDB aggregations, this is the one book you need.
Amazon Verified review Amazon
hopheadmark Oct 15, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This book is great for novice and advanced users. New to the Aggregation Framework? Start from the beginning, and you'll be up and running quickly. Have a slow pipeline? Look at Chapter 5 and learn the difference between streaming and blocking stages. In a hurry and need a functional pipeline ASAP? Check out the examples in Part 2, chapter 6!
Amazon Verified review Amazon
Aditya Oct 02, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This book helped me understand the power of aggregations in MongoDB beyond what their documentation covers. The author has covered a wide variety of topics, accompanied by an entire section dedicated to examples. I purchased the print version and it came with a free ebook pdf which made it easy to get snippets of the coding examples into my IDE.
Amazon Verified review Amazon
Amazon Customer Sep 29, 2023
Full star icon Full star icon Full star icon Full star icon Full star icon 5
This book dives deep into how the MongoDB Aggregation Pipeline works. A must read for anyone who works with MongoDB.
Amazon Verified review Amazon
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