Practical Mongodb Aggregations

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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.

Practical Mongodb Basics

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Author : Jacob Quinlan
language : en
Publisher: Independently Published
Release Date : 2025-09-28

Practical Mongodb Basics written by Jacob Quinlan and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-09-28 with Computers categories.

Master MongoDB fundamentals to build flexible, scalable applications with ease. Many developers struggle with rigid databases that slow down innovation in dynamic projects like e-commerce or content systems. This book introduces MongoDB's document-based approach, helping you overcome these challenges by teaching practical skills for handling evolving data needs. Through step-by-step guidance and simple projects, you will learn to set up MongoDB, model data effectively, and perform operations that support real-world applications, from task managers to retail platforms. Compare NoSQL and SQL databases to choose the right tool for your project. Install MongoDB locally or on Atlas and connect using drivers in languages like JavaScript and Python. Design schemas, handle collections, and import sample datasets for testing. Execute CRUD operations: create with insertOne and insertMany, read with find and projections, update with operators like $set, and delete with deleteOne and deleteMany. Implement indexing strategies, including single-field, compound, unique, and text indexes, to optimize performance. Build aggregation pipelines with stages like $match, $group, $sort, and $project for data analysis and summaries. Integrate CRUD, indexing, and aggregation in projects, with troubleshooting tips and best practices. This book features working code snippets in JavaScript, Python, Bash, and JSON, guiding you from theory to real projects like task management apps and retail systems. Grab your copy today and start building efficient MongoDB 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.

Practical Mongodb

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Author : Shakuntala Gupta Edward
language : en
Publisher: Apress
Release Date : 2015-12-16

Practical Mongodb written by Shakuntala Gupta Edward and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-16 with Computers categories.

The "one-size-fits-all" thinking regarding traditional RDBMSs has been challenged in the last few years by the emergence of diversified NoSQL databases. More than 120 NoSQL databases are now available in the market, and the market leader by far is MongoDB. With so many companies opting for MongoDB as their NoSQL database of choice, there's a need for a practical how-to combined with expert advice for getting the most out of the software. Beginning with a short introduction to the basics of NoSQL databases, MongoDB experts Navin Sabharwal and Shankatala Gupta Edward introduce readers to MongoDB – the leading document based NoSQL database, acquainting them step by step with all aspects of MongoDB. They cover the data model, underlying architecture, how to code using Mongo Shell, and administration of the MongoDB platform, among other topics. The book also provides clear guidelines and practical examples for architecting and developing applications using the MongoDB platform and deploying them. Database developers, architects, and database administrators will find useful information covering all aspects of the MongoDB platform and how to put it to use practically. Practical Guide to MongoDB provides readers with: A solid understanding of NoSQL databases An understanding of how to get started with MongoDB Methodical coverage of the architecture, development, and administration of MongoDB A plethora of "How to’s" enabling you to use the technology most efficiently to solve the problems you face Practical MongoDB is for those just starting to learning to work with NoSQL databases in general and MongoDB in particular. Skills in these areas are in demand, making this book essential reading for those who want to work more productively or break into big data work. It will prove equally useful for entrepreneurs and others who like to work with new technologies.

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.

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.

Mongodb For You Me Commonsense Ultimate Guide Of Mongodb Database

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Author : Gunjan Sharma
language : en
Publisher: Gunjan Sharma
Release Date : 2024-02-20

Mongodb For You Me Commonsense Ultimate Guide Of Mongodb Database written by Gunjan Sharma and has been published by Gunjan Sharma this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-20 with Computers categories.

Preface Welcome to MongoDB For You & Me, a guide designed to demystify the world of MongoDB and NoSQL database and empower you to build dynamic and engaging data rich applications. Whether you're a complete beginner or looking to solidify your understanding, this book aims to take you on a journey that unravels the core concepts, best practices, and advanced techniques of MongoDB development. My passion for MongoDB ignited not too long ago. As I delved deeper, I realized the immense potential and power this library holds. However, the learning curve often presented its challenges. This book is born from my desire to share my learnings in a clear, concise, and practical way, hoping to smooth your path and ignite your own passion for MongoDB . This isn't just another technical manual. Within these pages, you'll find a blend of clear explanations, real-world examples, and practical exercises that will help you think in MongoDB . Each chapter is carefully crafted to build upon the previous one, guiding you from the fundamentals to more complex concepts like documents, collections, security, performance optimizations and best practices. Here's what you can expect within Solid Foundations: We'll start with the basics of MongoDB, exploring documents, collections, security, performance optimizations and best practices.. You'll gain a strong understanding of how these building blocks work together to create interactive interfaces. Beyond the Basics: As you progress, we'll delve into advanced topics like documents, collections, security, performance optimizations and best practices., and working with APIs. You'll learn how to build complex and robust data driven applications that cater to diverse user needs. Hands-on Learning: Each chapter comes with practical exercises that allow you to test your understanding and apply the concepts learned. Don't hesitate to experiment, break things, and learn from your mistakes. Community Matters: The preface wouldn't be complete without acknowledging the amazing MongoDB community. I encourage you to actively participate in forums, discussions, and hackathons to connect with fellow developers, share knowledge, and contribute to the vibrant MongoDB ecosystem. Remember, the journey of learning is continuous. Embrace the challenges, celebrate your successes, and never stop exploring the vast possibilities of MongoDB. Happy learning! Gunjan Sharma

The Mongodb Cheat Sheet

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Author : Kumar Abhiii
language : en
Publisher: Independently Published
Release Date : 2024-11-17

The Mongodb Cheat Sheet written by Kumar Abhiii and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-17 with Computers categories.

Learn MongoDB in hours-not days! Looking for a fast and practical way to learn MongoDB? The MongoDB Cheat Sheet: A 3-Hours Practical Guide is the quick reference you need! This book offers straightforward explanations, step-by-step examples, and essential MongoDB tips and tricks to help you grasp both the basics and advanced concepts quickly. With The MongoDB Cheat Sheet, you'll develop hands-on skills in record time, so you can start building, querying, and optimizing MongoDB databases confidently. Perfect for beginners and experienced users alike, this guide makes MongoDB accessible, fast, and practical. Table of Contents Introduction to MongoDB What is MongoDB? Key Features and Benefits Basic Concepts: Databases, Collections, Documents Setting Up MongoDB Installing MongoDB (Local and Cloud) Connecting to MongoDB MongoDB Shell Basics Core Data Operations (CRUD) Insert: Adding Documents to Collections Query: Finding Documents with Filters Update: Modifying Existing Documents Delete: Removing Documents Working with Queries Basic Query Operators ($eq, $gt, $lt, $in, etc.) Sorting, Limiting, and Projecting Results Filtering Arrays and Embedded Documents Indexes Why Indexes Matter Creating and Using Indexes Common Index Types (Single Field, Compound, Text) Aggregation Basics Understanding the Aggregation Pipeline Key Stages: $match, $group, $sort, $project Sample Aggregation Queries Schema Design Best Practices Embedded vs. Referenced Data Models Tips for Efficient Schema Design Common Patterns (e.g., Bucket Pattern) Advanced Topics (Quick Overview) Replication: High Availability and Failover Sharding: Scaling with Large Data Transactions: Working with Multiple Documents Security Essentials Basic Authentication and Authorization Role-Based Access Control (RBAC) Tips for Securing Your MongoDB Deployment Administration and Maintenance Backups and Restores Monitoring Performance Common Commands for Admin Tasks Quick Reference Guide Key MongoDB Commands Cheat Sheet Common MongoDB Syntax and Tips

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.