0

Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Free Learning

MongoDB Fundamentals

You're reading from MongoDB Fundamentals A hands-on guide to using MongoDB and Atlas in the real world

Product type Paperback

Published in Dec 2020

Publisher Packt

ISBN-13 9781839210648

Length 748 pages

Edition 1st Edition

Tools

MongoDB

Concepts

Databases

Authors (4):

Juned Ahsan

Liviu Nedov

Amit Phaltankar

Michael Harrison

View More author details

Table of Contents (15) Chapters

Preface

1. Introduction to MongoDB

2. Documents and Data Types FREE CHAPTER

3. Servers and Clients

4. Querying Documents

5. Inserting, Updating, and Deleting Documents

6. Updating with Aggregation Pipelines and Arrays

7. Data Aggregation

8. Coding JavaScript in MongoDB

9. Performance

10. Replication

11. Backup and Restore in MongoDB

12. Data Visualization

13. MongoDB Case Study

Appendix

9. Performance

Overview

This chapter introduces you to the concepts of query optimization and performance improvement in MongoDB. You will first explore the internal workings of query execution and identify the factors that can affect query performance, before moving on to database indexes and how indexes can reduce query execution time. You will also learn how to create, list, and delete indexes, and study the various types of indexes and their benefits. In the final sections, you will be introduced to various query optimization techniques that can help you use indexes effectively. By the end of this chapter, you will be able to analyze queries and use indexes and optimization techniques to improve query performance.

The rest of the chapter is locked

Register for a free Packt account to unlock a world of extra content!

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at $19.99/month. Cancel anytime

Authors (4)

Amit Phaltankar

Amit Phaltankar

Amit Phaltankar is a software developer and a blogger experienced in building lightweight and efficient software components. He specializes in wiring web-based applications and handling large-scale data sets using traditional SQL, NoSQL, and big data technologies. He is experienced in many technology stacks and loves learning and adapting to newer technology trends. Amit is passionate about improving his skill set and loves guiding and grooming his peers and contributing to blogs. He is also an author of MongoDB Fundamentals.

See other products by Amit Phaltankar

Liviu Nedov

Liviu Nedov

Liviu Nedov is a senior consultant with more than 20 years of experience in database technologies. He has provided professional and consulting services to customers in Australia and Europe. Throughout his career, he has designed and implemented large enterprise projects for customers like Wotif Group, Xstrata Copper/Glencore, and the University of Newcastle and Energy, Queensland. He is currently working at Data Intensity, which is the largest multi-cloud service provider for applications, databases, and business intelligence. In recent years, he is actively involved in MongoDB NoSQL database projects, database migrations, and cloud DBaaS (Database as a Service) projects.

See other products by Liviu Nedov

Michael Harrison

Michael Harrison

Michael Harrison started his career at the Australian telecommunications leader Telstra. He worked across their networks, big data, and automation teams. He is now a lead software developer and the founding member of Southbank Software, a Melbourne based startup that builds tools for the next generation of database technologies.

See other products by Michael Harrison

Juned Ahsan

Juned Ahsan

Juned Ahsan is a software professional with more than 14 years of experience. He has built software products and services for companies and clients such as Cisco, Nuamedia, IBM, Nokia, Telstra, Optus, Pizzahut, AT&T, Hughes, Altran, and others. Juned has a vast experience in building software products and architecting platforms of different sizes from scratch. He loves to help and mentor others and is a top 1% contributor on StackOverflow. He is passionate about cognitive CX, cloud computing, artificial intelligence, and NoSQL databases.

See other products by Juned Ahsan

Other recommended products

Related to this chapter

MongoDB Administrator's Guide

MongoDB Administrator's Guide

MongoDB is a high-performance and feature-rich NoSQL database that forms the backbone of the systems that power many different organizations. Packed with many features that have become essential for many different types of software professional and incredibly easy to use, this cookbook contains more than 100 recipes to address the everyday challenges of working with MongoDB, as well as guidance on effective techniques for efficient querying and administration in MongoDB. This book will help you will understand the indexing aspects of MongoDB. It also includes practical recipes on how you can optimize your database query performance, perform diagnostics, and query debugging. By the end of this book, you will have all the information you need to implement a high-performance MongoDB solution.

Oct 2017 7h 32m

MongoDB 4 Quick Start Guide

MongoDB 4 Quick Start Guide

MongoDB has grown to become the de facto NoSQL database with millions of users, from small start-ups to Fortune 500 companies. It can solve problems that are considered difficult, if not impossible, for aging RDBMS technologies. Written for version 4 of MongoDB, this book is the easiest way to get started with MongoDB.

Sep 2018 6h 24m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 4.x

Mastering MongoDB 4.x

This book will help you build expert proficiency in developing large-scale applications using MongoDB 4.x. You will master CRUD operations and perform tasks such as indexing, aggregation, monitoring, sharding, cluster management, and administration. You take building and administering scalable MongoDB applications to the next level.

Mar 2019 13h 8m

Mastering MongoDB 3.x

Mastering MongoDB 3.x

MongoDB has gone from being a niche database to the king of NoSQL databases in a short time and this is no small feat. Mastering MongoDB will help you gain proficiency in developing apps using MongoDB. This book covers a range of topics such as CRUD operations, Indexing, aggregation, monitoring, sharding, cluster operations, and more. If you are a developer, architect, or DBA using MongoDB and want to be more productive when designing and administering MongoDB-backed applications, then this book can take you there in the minimum time.

Nov 2017 11h 24m

Mastering MongoDB 3.x

Mastering MongoDB 3.x

MongoDB has gone from being a niche database to the king of NoSQL databases in a short time and this is no small feat. Mastering MongoDB will help you gain proficiency in developing apps using MongoDB. This book covers a range of topics such as CRUD operations, Indexing, aggregation, monitoring, sharding, cluster operations, and more. If you are a developer, architect, or DBA using MongoDB and want to be more productive when designing and administering MongoDB-backed applications, then this book can take you there in the minimum time.

Nov 2017 11h 24m

Mastering MongoDB 3.x

Mastering MongoDB 3.x

MongoDB has gone from being a niche database to the king of NoSQL databases in a short time and this is no small feat. Mastering MongoDB will help you gain proficiency in developing apps using MongoDB. This book covers a range of topics such as CRUD operations, Indexing, aggregation, monitoring, sharding, cluster operations, and more. If you are a developer, architect, or DBA using MongoDB and want to be more productive when designing and administering MongoDB-backed applications, then this book can take you there in the minimum time.

Nov 2017 11h 24m

Personalised recommendations for you

Based on your interests and search pattern

Modern Computer Vision with PyTorch

Modern Computer Vision with PyTorch

This book provides a hands-on approach to solving over 30 prominent real-world computer vision problems using PyTorch 2.x on actual datasets. Here you'll learn to build a neural network from scratch and optimize hyperparameters, perform image classification, multi-object detection, segmentation, and more. You'll also explore facial expression manipulation and combining CV with NLP and RL techniques, build generative AI applications, and take your model to production on AWS. By the end of this book, you'll master modern NN architectures and confidently solve real-world CV problems.

Jun 2024 24h 52m

Modern Computer Vision with PyTorch

Modern Computer Vision with PyTorch

This book provides a hands-on approach to solving over 30 prominent real-world computer vision problems using PyTorch 2.x on actual datasets. Here you'll learn to build a neural network from scratch and optimize hyperparameters, perform image classification, multi-object detection, segmentation, and more. You'll also explore facial expression manipulation and combining CV with NLP and RL techniques, build generative AI applications, and take your model to production on AWS. By the end of this book, you'll master modern NN architectures and confidently solve real-world CV problems.

Jun 2024 24h 52m

Data Governance Handbook

Data Governance Handbook

This book provides a highly focused view of real business outcomes powered by data governance, that resonate with non-data executives such as CFOs and CEOs. You'll also find useful insights into how to implement data governance initiatives.

May 2024 13h 8m

Data Engineering with Databricks Cookbook

Data Engineering with Databricks Cookbook

This book shows you how to use Apache Spark, Delta Lake, and Databricks to build data pipelines, manage and transform data, optimize performance, and more. Additionally, you'll implement DataOps and DevOps practices, and orchestrate data workflows.

May 2024 14h 36m

Azure Data Engineer Associate Certification Guide

Azure Data Engineer Associate Certification Guide

Unlock the power of Azure data engineering with this certification guide, elevating your skills in data processing, storage, and security with the help of practical insights, hands-on exercises, and the latest advancements.

May 2024 18h 16m

Microsoft Power BI Cookbook

Microsoft Power BI Cookbook

Microsoft Power BI is the most sought-after platform for BI professionals' visualization needs. Explore the latest Power BI features, future AI enhancements, and integration with other Power Platform tools via new recipes in this updated edition.

Jul 2024 19h 56m

Python Data Cleaning Cookbook

Python Data Cleaning Cookbook

The book shows you how to clean, wrangle, and view data from multiple perspectives, including dataset and column attributes. You will cover common and not-so-common challenges that are faced while cleaning messy data for complex situations and learn to manipulate data to get it down to a form that can be useful for making the right decisions.

May 2024 16h 12m

Microsoft Azure AI Fundamentals AI-900 Exam Guide

Microsoft Azure AI Fundamentals AI-900 Exam Guide

This AI-900 study guide will help you prepare and practice for the certification exam. You'll delve into AI workloads, ML principles, computer vision, NLP, knowledge mining, and generative AI using Azure cloud services.

May 2024 9h 36m

Using Stable Diffusion with Python

Using Stable Diffusion with Python

This book shows you how to use Python to control Stable Diffusion and generate high-quality images. In addition to covering the basic usage of the diffusers package, the book provides solutions for extending the package for more advanced purposes.

Jun 2024 11h 44m

Getting Started with DuckDB

Getting Started with DuckDB

This hands-on book teaches you to analyze large datasets with blazing speed and ease. You will learn how to use DuckDB to quickly load, query, transform, analyze, and visualize data effectively through a series of practical examples.

Jun 2024 12h 44m

Databricks Certified Associate Developer for Apache Spark Using Python

Databricks Certified Associate Developer for Apache Spark Using Python

This guide gets you ready for certification with expert-backed content, key exam concepts, and topic reviews. Additionally, you'll be able to make the most of Apache Spark 3.0 to modernize workloads and more using specific tools and techniques.