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

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

    Practical MongoDB Aggregations
    by Paul Done

    English | 2023 | ISBN: 1835080642 | 313 pages | True/Retail PDF EPUB | 48.97 MB




    Begin your journey toward efficient data manipulation with this robust technical guide and enhance your aggregation skills while building efficient pipelines for a variety of tasks
    Key Features

    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

    Book 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.
    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

    Who this book is 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.
    Table of Contents

    MongoDB Aggregations Explained
    Optimizing Pipelines for Productivity
    Optimizing Pipelines for Performance
    Harnessing the Power of Expressions
    Optimizing Pipelines for Sharded Clusters
    Foundational Examples: Filtering, Grouping, and Unwinding
    Joining Data Examples
    Fixing and Generating Data Examples
    Trend Analysis Examples
    Securing Data Examples
    Time-Series Examples
    Array Manipulation Examples
    Full-Text Search Examples



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