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

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.

開始你的高效數據操作之旅，這本強大的技術指南將提升你的聚合技能，同時構建高效的管道以應對各種任務。

主要特點：
- 構建有效的聚合管道，提高生產力和性能
- 通過實際示例解決常見的數據操作和分析問題
- 學習在金融數據集和物聯網中聚合時間序列數據的關鍵策略
- 購買印刷版或Kindle電子書，可獲得免費PDF電子書

書籍描述：
《實用MongoDB聚合》獲得了MongoDB, Inc.的官方認可，幫助你充分發揮MongoDB聚合框架的潛力，包括MongoDB 7.0的最新功能。本書提供了實用、易於理解的原則和方法，幫助你在開發聚合管道方面提高效率，並通過構建管道解決複雜的數據操作和分析任務。

本書針對開發人員、架構師、數據分析師、數據工程師和數據科學家進行了定制，他們對聚合框架有一定的了解。書籍首先解釋了框架的架構，然後展示了如何構建針對生產力和規模進行優化的管道。

鑒於數組在MongoDB文檔模型中的重要作用，本書深入探討了最佳實踐，以實現最佳數組操作。書籍的後半部分通過示例為你提供了解決常見數據處理挑戰的工具，以便你能將所學的知識應用於實際情況。通過閱讀本書，你將學會如何有效地利用MongoDB聚合框架來優化數據分析和操作流程。

你將學到什麼：
- 開發動態聚合管道，以應對不斷變化的業務需求
- 掌握優化聚合管道以實現快速數據處理的基本技巧
- 通過有效的分片策略實現對大型數據集應用聚合的最佳效率
- 通過在數據庫內部直接過濾、分組和計算聚合值，消除在外部處理數據時的性能懲罰
- 使用管道幫助你保護數據訪問和分發的安全性

本書適合中級開發人員、架構師、分析師、工程師和數據科學家，他們有興趣了解MongoDB的聚合能力。需要對MongoDB有一定的工作知識才能充分利用本書。