Mongodb Aggregation Framework Principles And Examples

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Mongodb Aggregation Framework Principles And Examples

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Author : Aidan E. Adams
language : en
Publisher: CreateSpace
Release Date : 2015-08-19

Mongodb Aggregation Framework Principles And Examples written by Aidan E. Adams and has been published by CreateSpace this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-08-19 with categories.

This updated and expanded second edition of the MongoDB Aggregation Framework Principles and Examples provides a user-friendly introduction to the subject Taking a clear structural framework, it guides the reader through the subject's core elements. A flowing writing style combines with the use of illustrations and diagrams throughout the text to ensure the reader understands even the most complex of concepts. This succinct and enlightening overview is a required reading for all those interested in the subject . We hope you find this book useful in shaping your future career & Business.

Practical Mongodb Aggregations

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Author : Paul Done
language : en
Publisher: Packt Publishing Ltd
Release Date : 2023-09-07

Practical Mongodb Aggregations written by Paul Done and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-07 with Computers categories.

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 DescriptionOfficially 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.

Learn Mongodb From Scratch

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Author :
language : en
Publisher:
Release Date : 2016

Learn Mongodb From Scratch written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016 with categories.

"This course provides a foundation for a solid understanding of MongoDB's capabilities and functionality. The information in this course culminates an understanding of MongoDB's capabilities and limitations as a database, it's place in Web Application design, and it's integration into web applications built with any server-side or UI framework. Considerations in modeling data for use with MongoDB are discussed, Mongo's powerful querying and aggregation libraries are explored, and it's scaling capabilities are presented in detail. Over this course you'll set up a powerful and efficient development environment with an online IDE. You'll then learn to get MongoDB configured and running, how to import data into MongoDB, and how to create new databases. You'll practice using Mongo Query Language commands including CRUD operations and creating indexes for optimizing those operations. This course also introduces you to the powerful MongoDB Aggregation Framework and leads you through detailed examples as you design and build aggregation features into the course's hands-on web application coding project. You'll become familiar with MongoDB's powerful scaling capabilities as this course presents replication and sharding principles, practices, and design guidelines. After learning all of the material in this course's lectures and coding all of the hands-on practice tasks, you'll have a complete and working web application, fully integrated with MongoDB and capable of running various queries, aggregation processes, and able to display database output in a non-trivial Javascript UI. You'll walk away from this course with the core knowledge, practice, and confidence necessary to immediately begin working productively with MongoDB in the real world. "--Resource description page.

Web Scalability For Startup Engineers

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Author : Artur Ejsmont
language : en
Publisher: McGraw Hill Professional
Release Date : 2015-07-03

Web Scalability For Startup Engineers written by Artur Ejsmont and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-03 with Computers categories.

This invaluable roadmap for startup engineers reveals how to successfully handle web application scalability challenges to meet increasing product and traffic demands. Web Scalability for Startup Engineers shows engineers working at startups and small companies how to plan and implement a comprehensive scalability strategy. It presents broad and holistic view of infrastructure and architecture of a scalable web application. Successful startups often face the challenge of scalability, and the core concepts driving a scalable architecture are language and platform agnostic. The book covers scalability of HTTP-based systems (websites, REST APIs, SaaS, and mobile application backends), starting with a high-level perspective before taking a deep dive into common challenges and issues. This approach builds a holistic view of the problem, helping you see the big picture, and then introduces different technologies and best practices for solving the problem at hand. The book is enriched with the author's real-world experience and expert advice, saving you precious time and effort by learning from others' mistakes and successes. Language-agnostic approach addresses universally challenging concepts in Web development/scalability—does not require knowledge of a particular language Fills the gap for engineers in startups and smaller companies who have limited means for getting to the next level in terms of accomplishing scalability Strategies presented help to decrease time to market and increase the efficiency of web applications

Mongodb Essentials

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Author : The MongoDB Team
language : en
Publisher: Packt Publishing Ltd
Release Date : 2025-09-05

Mongodb Essentials written by The MongoDB Team and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-09-05 with Computers categories.

Get started fast with MongoDB architecture, core operations, and AI-powered tools for building intelligent applications Key Features Quickly grasp the MongoDB architecture and distributed design principles Learn practical data modeling, CRUD operations, and aggregation techniques Explore AI-enabled tools for building intelligent applications with MongoDB Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionModern applications demand flexibility, speed, and intelligence, and MongoDB delivers all three. This mini guide wastes no time, offering a concise, practical introduction to handling data flexibly and efficiently with MongoDB. MongoDB Essentials helps developers, architects, database administrators, and decision makers get started quickly and confidently. The book introduces MongoDB’s core principles, from the document data model to its distributed architecture, including replica sets and sharding. It then helps you build hands-on skills such as installing MongoDB, designing effective data schemas, performing CRUD operations, and working with the aggregation pipeline. You’ll discover performance tips along the way and learn how AI-enhanced tools like Atlas Search and Atlas Vector Search power intelligent application development. With clear explanations and a practical approach, this book gives you the foundation and skills you need to start working with MongoDB right away.What you will learn Understand MongoDB's document model and architecture Set up local MongoDB deployments quickly Design schemas tailored to application access patterns Perform CRUD and aggregation operations efficiently Use tools to optimize query performance and scalability Explore AI-powered features such as Atlas Search and Atlas Vector Search Who this book is for This book is for anyone looking to explore MongoDB, including students, developers, system architects, managers, database administrators, and decision makers who want to familiarize themselves with what a modern database can offer. Whether you're building your first application or exploring what MongoDB can do for you, this book is the idea starting point for your MongoDB journey.

Mongodb Recipes

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Author : Subhashini Chellappan
language : en
Publisher: Apress
Release Date : 2019-12-13

Mongodb Recipes written by Subhashini Chellappan and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-13 with Computers categories.

Get the most out of MongoDB using a problem-solution approach. This book starts with recipes on the MongoDB query language, including how to query various data structures stored within documents. These self-contained code examples allow you to solve your MongoDB problems without fuss. MongoDB Recipes describes how to use advanced querying in MongoDB, such as indexing and the aggregation framework. It demonstrates how to use the Compass function, a GUI client interacting with MongoDB, and how to apply data modeling to your MongoDB application. You’ll see recipes on the latest features of MongoDB 4 allowing you to manage data in an efficient manner using MongoDB. What You Will Learn Work with the MongoDB document model Design MongoDB schemas Use the MongoDB query language Harness the aggregation framework Create replica sets and sharding in MongoDB Who This Book Is ForDevelopers and professionals who work with MongoDB.

Mastering Mongodb

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Author : Cybellium
language : en
Publisher: Cybellium Ltd
Release Date :

Mastering Mongodb written by Cybellium and has been published by Cybellium Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.

Unleash the Full Potential of NoSQL Data Storage In the realm of NoSQL databases, MongoDB stands as a pioneer—a versatile solution that empowers organizations to handle complex data needs with ease. "Mastering MongoDB Database" is your ultimate guide to understanding and harnessing the capabilities of this dynamic platform, offering comprehensive insights into building, managing, and scaling robust data-driven applications. About the Book: As data becomes increasingly diverse and voluminous, the demand for agile and scalable data storage solutions has skyrocketed. "Mastering MongoDB Database" dives deep into MongoDB—a document-oriented NoSQL database—equipping both newcomers and experienced professionals with the tools to harness MongoDB's capabilities for successful application development. Key Features: MongoDB Essentials: Begin with a comprehensive introduction to MongoDB, understanding its architecture, data model, and core principles. Document-Oriented Data Modeling: Explore the unique document-oriented data model of MongoDB. Learn how to design schemas that cater to dynamic and evolving data requirements. Querying and Aggregation: Master the art of querying and aggregating data in MongoDB. Learn about the powerful query language and aggregation framework that enable efficient data retrieval and analysis. Indexes and Performance Optimization: Delve into index creation and optimization strategies that enhance data access speed and overall application performance. Scaling and Sharding: Understand the intricacies of scaling MongoDB for large-scale applications. Learn about horizontal scaling and sharding techniques that accommodate growth. High Availability and Replication: Explore strategies for ensuring high availability and data redundancy through replication. Learn how to set up replica sets to guarantee data durability. Security and Authentication: Grasp the best practices for securing your MongoDB deployment. Learn about authentication mechanisms, access controls, and data encryption. Real-World Use Cases: Gain insights into how MongoDB is applied across industries to solve real-world challenges. From content management systems to IoT platforms, explore versatile applications of MongoDB. Why This Book Matters: In a data-driven world, MongoDB offers a dynamic platform for handling diverse data needs. "Mastering MongoDB Database" empowers database administrators, developers, and technology enthusiasts to tap into MongoDB's potential, enabling them to design and implement applications that excel in the era of data complexity. Unlock the Power of MongoDB: As the data landscape evolves, MongoDB continues to be at the forefront of dynamic data storage solutions. "Mastering MongoDB Database" equips you with the knowledge needed to harness MongoDB's full potential, enabling you to build agile, scalable, and high-performance applications that thrive in the modern data-driven ecosystem. Your journey to mastering MongoDB starts here. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com

Mastering Mongodb 3 X

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Author : Alex Giamas
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-11-17

Mastering Mongodb 3 X written by Alex Giamas and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11-17 with Computers categories.

An expert's guide to build fault tolerant MongoDB application About This Book Master the advanced modeling, querying, and administration techniques in MongoDB and become a MongoDB expert Covers the latest updates and Big Data features frequently used by professional MongoDB developers and administrators If your goal is to become a certified MongoDB professional, this book is your perfect companion Who This Book Is For Mastering MongoDB is a book for database developers, architects, and administrators who want to learn how to use MongoDB more effectively and productively. If you have experience in, and are interested in working with, NoSQL databases to build apps and websites, then this book is for you. What You Will Learn Get hands-on with advanced querying techniques such as indexing, expressions, arrays, and more. Configure, monitor, and maintain highly scalable MongoDB environment like an expert. Master replication and data sharding to optimize read/write performance. Design secure and robust applications based on MongoDB. Administer MongoDB-based applications on-premise or in the cloud Scale MongoDB to achieve your design goals Integrate MongoDB with big data sources to process huge amounts of data In Detail MongoDB has grown to become the de facto NoSQL database with millions of users—from small startups to Fortune 500 companies. Addressing the limitations of SQL schema-based databases, MongoDB pioneered a shift of focus for DevOps and offered sharding and replication maintainable by DevOps teams. The book is based on MongoDB 3.x and covers topics ranging from database querying using the shell, built in drivers, and popular ODM mappers to more advanced topics such as sharding, high availability, and integration with big data sources. You will get an overview of MongoDB and how to play to its strengths, with relevant use cases. After that, you will learn how to query MongoDB effectively and make use of indexes as much as possible. The next part deals with the administration of MongoDB installations on-premise or in the cloud. We deal with database internals in the next section, explaining storage systems and how they can affect performance. The last section of this book deals with replication and MongoDB scaling, along with integration with heterogeneous data sources. By the end this book, you will be equipped with all the required industry skills and knowledge to become a certified MongoDB developer and administrator. Style and approach This book takes a practical, step-by-step approach to explain the concepts of MongoDB. Practical use-cases involving real-world examples are used throughout the book to clearly explain theoretical concepts.

Mongo Db

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Author : Feri Sulianta
language : en
Publisher: Feri Sulianta
Release Date : 2025-01-12

Mongo Db written by Feri Sulianta and has been published by Feri Sulianta this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-12 with Computers categories.

The book “MongoDB: Learning NoSQL Databases Made Easy” serves as a comprehensive guide to understanding MongoDB, a NoSQL database tailored for modern application needs. It offers step-by-step explanations, starting from MongoDB fundamentals to advanced features that enhance your application's performance and flexibility. Key topics covered include: Core Concepts of MongoDB: An overview of MongoDB, its differences from relational databases, and its advantages in handling unstructured data. CRUD Operations: Practical, easy-to-follow examples for Create, Read, Update, and Delete operations. Indexing and Optimization Techniques: Strategies to boost data search performance. Using the Aggregation Framework: Methods for complex data analysis. Replication and Sharding Strategies: Techniques to ensure data availability and scalability in large-scale environments. Real-World Applications: Examples of MongoDB usage in real-time systems, IoT, and e-commerce platforms. This book is ideal for both beginners and professionals looking to deepen their understanding of MongoDB as one of the most flexible and advanced database technologies available today.

Comprehensive Mongodb Advanced Techniques And Best Practices

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Author : Adam Jones
language : en
Publisher: Walzone Press
Release Date : 2024-11-27

Comprehensive Mongodb Advanced Techniques And Best Practices written by Adam Jones and has been published by Walzone Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-27 with Computers categories.

Immerse yourself in the expansive realm of MongoDB with "Comprehensive MongoDB: Advanced Techniques and Best Practices," your ultimate guide to mastering the world's leading NoSQL database. Tailored for software developers, database administrators, and data scientists, this expertly designed book elevates your skills, allowing you to fully harness MongoDB's potential. "Comprehensive MongoDB: Advanced Techniques and Best Practices" meticulously explores every facet of MongoDB, from foundational concepts to advanced functionalities. Start with an essential introduction to MongoDB's architecture, followed by in-depth chapters on document design and data modeling, critical for optimizing application performance. Master CRUD operations, delve into performance tuning through indexing, and conquer the aggregation framework for sophisticated data analysis. With the increasing importance of security in today's digital world, this book provides detailed strategies to protect your data from unauthorized access. Gain profound insights into replication for high availability, sharding for scalability, and explore the seamless integration with MongoDB Atlas, the premier cloud-based service. Be ready for any scenario with robust backup and recovery strategies, while maintaining peak performance in your MongoDB deployments through effective monitoring and administration practices. Beyond fundamental functionalities, this book delves into advanced topics and best practices derived from real-world experiences, equipping you to face challenges and capitalize on opportunities in your MongoDB projects. From schema design optimization to integrating MongoDB with machine learning workflows, "Comprehensive MongoDB: Advanced Techniques and Best Practices" is your gateway to unlocking cutting-edge capabilities. Whether embarking on your MongoDB journey or seeking to expand your existing knowledge, this book is an indispensable resource. Step into the future of database management with "Comprehensive MongoDB: Advanced Techniques and Best Practices," your definitive guide to building robust, efficient, and scalable applications with MongoDB.