A lightweight, interpreted, object-oriented language. JavaScript engines execute JavaScript code in client-side (in web browsers) or server-side(for example, the V8 engine is a core component of the Node.js and Deno runtimes).

✅ Sign-up for a free cluster at → <a href="https://mdb.link/free-1ZIYVNvRVsY" target="_blank" rel="noreferrer">https://mdb.link/free-1ZIYVNvRVsY</a>
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Welcome to this comprehensive guide on Vector Search, a revolutionary technique that allows you to search data based on meaning rather than just keywords. If you've ever struggled to find exactly what you're looking for in a database, this video is for you. We'll explore how Vector Search works, its benefits, and how to implement it in MongoDB for a seamless and powerful search experience.

🛠 What You'll Learn

What is Vector Search?: Understand the machine learning models behind Vector Search and how they transform text, audio, images, or other types of data into high-dimensional vectors.

Benefits of Vector Search: Discover why semantic understanding, scalability, and flexibility make Vector Search a must-have feature for modern databases.

MongoDB & Vector Search: Learn how to set up Vector Search in MongoDB Atlas, create triggers with OpenAI API, and perform vector search queries. We'll walk you through each step, from setting up your MongoDB Atlas account to writing JavaScript functions for querying.

📚 Resources 📚
✅ Written article & code → <a href="https://mdb.link/semantic-search-mongodb-atlas-vector-search-1ZIYVNvRVsY" target="_blank" rel="noreferrer">https://mdb.link/semantic-search-mongodb-atlas-vector-search-1ZIYVNvRVsY</a>
✅ Vector Search Documentation→ <a href="https://mdb.link/vector-search-1ZIYVNvRVsY" target="_blank" rel="noreferrer">https://mdb.link/vector-search-1ZIYVNvRVsY</a>
✅ OpenAI → <a href="https://platform.openai.com/overview" target="_blank" rel="noreferrer">https://platform.openai.com/overview</a>
✅ Create your first FREE MongoDB Atlas Cluster → <a href="https://youtu.be/jXgJyuBeb_o" target="_blank" rel="noreferrer">https://youtu.be/jXgJyuBeb_o</a>

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Vector Search: The Future of Data Querying Explained | Semantic Searching

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MongoDB Atlas and Azure are great friends! In fact, they became even better friends recently with the addition of the MongoDB Atlas Pay-as-You-Go Software as a Service (SaaS) subscription to the Azure Marketplace, allowing you to use your existing Azure credits to enjoy all the benefits of the MongoDB Atlas Developer Data Platform. So there is no better time to learn how you can take advantage of both of these.
 
In this video, we are going to see how you can deploy a MERN stack application to Azure Web Apps, part of Azure App Service, in a few simple steps.

📚 Resources 📚
Written blog & code → <a href="https://mdb.link/getting-started-azure-app-service-atlas" target="_blank" rel="noreferrer">https://mdb.link/getting-started-azure-app-service-atlas</a>
Microsoft Azure subscription → <a href="https://mdb.link/atlasazurepaygsaas" target="_blank" rel="noreferrer">https://mdb.link/atlasazurepaygsaas</a>

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How to Use Azure Credits for MongoDB Atlas: Deploy a MERN Stack App

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Learn how to setup and deploy serverless functions with Azure Functions that interact with MongoDB in this video tutorial featuring Nic Raboy. You'll see how to configure Microsoft Azure, build and test a local functions project, deploy to the cloud, and interact with MongoDB.

Resources: <a href="https://trymongodb.com/3FxsGdk" target="_blank" rel="noreferrer">https://trymongodb.com/3FxsGdk</a>

Connect with Nic on Twitter: <a href="https://twitter.com/nraboy" target="_blank" rel="noreferrer">https://twitter.com/nraboy</a>

⏱️ Timestamps ⏱️
00:00 - Intro
00:28 - The Prerequisites﻿
02:05 - Create New Azure Project﻿
06:20 - Create New Azure Function﻿
19:03 - Run and Test an Azure Function Locally﻿
20:07 - Link the Remote and Local Azure Projects﻿
22:24 - Creating Environment Variables in Azure﻿
24:45 - Push the Local Function to the Cloud﻿
26:51 - A Review of the Azure Functions with MongoDB Development Process

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#mongodb #azure #nodejs #database

How to use Azure Functions with the MongoDB Node.js Drivers

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Want to go totally serverless in your application development? I’m talking serverless database and serverless application for maximum scalability.

In this tutorial, Nic Raboy demonstrates how to launch a serverless database instance of MongoDB, create a serverless function with JavaScript, and make everything accessible with HTTPS endpoints.

Connect with Nic on Twitter: <a href="https://twitter.com/nraboy" target="_blank" rel="noreferrer">https://twitter.com/nraboy</a>

⏱️ Timestamps ⏱️
﻿00:00:00 - Intro﻿
00:00:43 - Create a MongoDB Serverless Instance﻿
00:02:19 - Create a Serverless Application with Atlas App Services﻿
00:03:36 - Create HTTPS Endpoints﻿
00:06:38 - Adding Serverless Function Logic to an HTTPS Endpoint﻿
00:10:29 - Testing your HTTPS Endpoint and Function﻿
00:12:03 - More HTTPS Endpoints and Functions﻿
00:15:27 - A Review of the Development Process﻿
00:16:30 - A Quick Note on MongoDB Atlas Serverless Security﻿
00:18:47 - Outro﻿

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#mongodb #database #serverless

Build a Totally Serverless REST API with MongoDB Atlas

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In this video, we'll create a Twitter clone Jamstack application using the MongoDB Atlas Data API, @Auth0, Next.js, and @VercelHQ. This workshop will walk you through each step and will help you easily follow along step by step. 

📚 RESOURCES 📚
GitHub Repo: <a href="https://github.com/mongodb-developer/social-app-demo" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/social-app-demo</a>
MongoDB Atlas: <a href="https://bit.ly/mongodb-free" target="_blank" rel="noreferrer">https://bit.ly/mongodb-free</a>
MongoDB VS Code extension: <a href="https://marketplace.visualstudio.com/items?itemName=mongodb.mongodb-vscode" target="_blank" rel="noreferrer">https://marketplace.visualstudio.com/items?itemName=mongodb.mongodb-vscode</a>
MongoDB Compass: <a href="https://www.mongodb.com/try/download/compass" target="_blank" rel="noreferrer">https://www.mongodb.com/try/download/compass</a>
Auth0: <a href="https://auth0.com/signup" target="_blank" rel="noreferrer">https://auth0.com/signup</a>
Vercel: <a href="https://vercel.com/signup" target="_blank" rel="noreferrer">https://vercel.com/signup</a>

Connect with Jesse:
Twitter: <a href="https://bit.ly/tweet-codeSTACKr" target="_blank" rel="noreferrer">https://bit.ly/tweet-codeSTACKr</a>

⏱️ Timestamps ⏱️
00:00:00 - Intro
00:00:33 - Agenda
00:00:59 - Exercise Overview
00:02:18 - Prerequisites
00:03:04 - What is the Jamstack?
00:06:00 - Reduce Complexity & Increase Portability
00:06:10 - What is Serverless?
00:07:13 - Serverless Instances
00:08:16 - Atlas Serverless Functions & HTTPS Endpoints
00:09:18 - Atlas Data API
00:10:26 - Consider the Alternatives
00:11:27 - Workshop GitHub Repo
00:11:59 - Lesson 1 - Fork & Clone the Workshop Repo
00:13:31 - Lesson 2 - Create Atlas Cluster
00:18:35 - Lesson 3 - Load Sample Data
00:19:22 - Option 1: MongoDB VS Code Extension
00:23:26 - Option 2: MongoDB Compass
00:26:12 - Lesson 4 - Test Data API
00:31:55 - Lesson 5 - Set Up Local App
00:48:23 - Lesson 6 - Atlas Functions & HTTPS Endpoints
00:50:38 - Lesson 7 - Configure User Auth
01:07:04 - Lesson 8 - Add Like Functionality
01:13:27 - Lesson 9 - Create Search Index & Route
01:20:06 - Lesson 10 - Deploy your Application!

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#mongodb #database #tutorial

Create a Twitter Clone using Next.js, MongoDB, Auth0, &  Deploy to Vercel

✅ Subscribe to MongoDB Atlas on Google Cloud: <a href="https://bit.ly/3KOx4H9" target="_blank" rel="noreferrer">https://bit.ly/3KOx4H9</a>

In this video, we’ll setup a MERN stack application in just minutes, and use the Kubernetes Atlas operator to connect our backend to Atlas using a Kubernetes secret.

📚 For readers, here is a written version:
<a href="https://www.mongodb.com/developer/products/atlas/kubernetes-operator-application-deployment/" target="_blank" rel="noreferrer">https://www.mongodb.com/developer/products/atlas/kubernetes-operator-application-deployment/</a>

😎 Connect with Cedric:
Twitter: <a href="https://twitter.com/cedricclyburn" target="_blank" rel="noreferrer">https://twitter.com/cedricclyburn</a>
LinkedIn: <a href="https://www.linkedin.com/in/cedricclyburn" target="_blank" rel="noreferrer">https://www.linkedin.com/in/cedricclyburn</a>

⏱️ Timestamps ⏱️
0:00 Introduction
00:24: Prerequisites
00:43: Getting started
04:13: Using the MongoDB Atlas Operator for Kubernetes
08:35: Create and manage an Atlas deployment
12:49: Configure the application back end using the Atlas operator

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#mongodb #kubernetes #database

Application Deployment in Kubernetes with the MongoDB Atlas Operator

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In this video, you'll learn what is serverless, how to deploy a serverless MEAN stack application on Google Cloud Run, and how to create a MongoDB Atlas serverless instance.

📚 RESOURCES 📚
Learn more about Google Cloud Run and MongoDB Atlas serverless instances - <a href="https://bit.ly/serverless-atlas-cloud-run" target="_blank" rel="noreferrer">https://bit.ly/serverless-atlas-cloud-run</a>

⏱️ Timestamps ⏱️
0:00 Introduction
0:14 Autoscaling
1:18 Improved developer productivity
1:50 Better billing model
2:16 Serverless considerations
3:03 Google Cloud Run
3:47 MongoDB Atlas serverless instances
5:18 Serverless MEAN stack
6:11 Deploying to Cloud Run
8:42 Node.js API service configuration
10:14 Angular client service configuration
11:21 Angular Firebase deployment
11:32 Cloud Run command-line deployment

---
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#mongodb #google-cloud #serverless

How to Deploy your Serverless Full-Stack App with Google Cloud Run and MongoDB Atlas

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In this live-coding video, Stanimira Vlaeva (MongoDB) and Jesse Lovelace (Apollo) build a supergraph from scratch using Apollo Federation, a declarative, modular GraphQL architecture!

💻 PROJECT SOURCE CODE 💻
<a href="https://github.com/mongodb-developer/rockets-store" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/rockets-store</a>

⏱️ Timestamps ⏱️
0:00:00 Introduction
0:00:33 Atlas GraphQL API
0:02:31 GraphQL Monolith Problems
0:04:41 Apollo Federation
0:13:58 Overview of the ‘E-Commerce’ Subgraph Schema
0:22:41 Scaffolding the Gateway
0:27:30 Building the ‘Launches’ Subgraph
0:49:54 Federated Architecture and Relating Data from Subgraphs
1:24:15 Apollo Federation Q&A
1:32:19 Integrating the Apollo Supergraph with a Web Application

---
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#mongodb #graphql

Build a Modern App Stack with MongoDB & Apollo GraphQL using a Supergraph!

✅ Create a new Vercel project: <a href="<a href="https://bit.ly/vercel-mdb" target="_blank" rel="noreferrer">https://bit.ly/vercel-mdb</a>" target="_blank" rel="noreferrer"><a href="https://bit.ly/vercel-mdb" target="_blank" rel="noreferrer">https://bit.ly/vercel-mdb</a></a>
✅ Sign-up for a free cluster at: <a href="https://mdb.link/free-JIlYroSsInU" target="_blank" rel="noreferrer">https://mdb.link/free-JIlYroSsInU</a>
✅ Get help on our Community Forums: <a href="https://mdb.link/community-JIlYroSsInU" target="_blank" rel="noreferrer">https://mdb.link/community-JIlYroSsInU</a>

Getting a MongoDB Atlas database created and linked to your Vercel project has never been easier. In this video, we’ll get everything set up—including a starter Next.js application—in just minutes and show you how to properly connect to your database using a serverless function.

📚 For readers, here are written versions:
- <a href="https://bit.ly/3djh7fL" target="_blank" rel="noreferrer">https://bit.ly/3djh7fL</a>
- <a href="https://bit.ly/3vNFzw4" target="_blank" rel="noreferrer">https://bit.ly/3vNFzw4</a>

📚 RESOURCES 📚
Vercel: <a href="<a href="https://bit.ly/vercel-mdb" target="_blank" rel="noreferrer">https://bit.ly/vercel-mdb</a>" target="_blank" rel="noreferrer"><a href="https://bit.ly/vercel-mdb" target="_blank" rel="noreferrer">https://bit.ly/vercel-mdb</a></a>
Atlas: <a href="https://bit.ly/mongodb-free" target="_blank" rel="noreferrer">https://bit.ly/mongodb-free</a>
Node.js: <a href="https://bit.ly/node-mdb" target="_blank" rel="noreferrer">https://bit.ly/node-mdb</a>
Atlas CLI: <a href="https://bit.ly/atlascli" target="_blank" rel="noreferrer">https://bit.ly/atlascli</a>

Connect with Jesse:
Twitter: <a href="https://bit.ly/tweet-codeSTACKr" target="_blank" rel="noreferrer">https://bit.ly/tweet-codeSTACKr</a>

⏱️ Timestamps ⏱️
0:00 Intro
0:16 Prerequisites
0:27 What is Vercel?
0:52 Create a starter project
1:56 Create a Vercel project and integrate MongoDB
4:27 Sync Vercel settings to local environment
6:30 Working with Vercel serverless functions
7:28 Configuring a database cluster in MongoDB Atlas
8:28 Connect to MongoDB and cache connections for a performance optimized experience
13:35 Querying MongoDB from a Vercel function in the Next.js application
15:23 Manage connection using JavaScript modules
17:15 Adding our data to the frontend

---
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#mongodb #serverless #nextjs

How to Integrate Vercel & MongoDB Step-by-Step

✅ Sign-up for a free cluster at: <a href="https://mdb.link/free-T0QS64-laHE" target="_blank" rel="noreferrer">https://mdb.link/free-T0QS64-laHE</a>
✅ Get help on our Community Forums: <a href="https://mdb.link/community-T0QS64-laHE" target="_blank" rel="noreferrer">https://mdb.link/community-T0QS64-laHE</a>

📚 For readers, here's a written version: <a href="https://bit.ly/3PHg07N" target="_blank" rel="noreferrer">https://bit.ly/3PHg07N</a>

Learn how to deploy a scalable serverless application with Netlify Serverless Functions and MongoDB Atlas in this tutorial by Nic Raboy.

---
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⏱️ Timestamps ⏱️
0:00 Introduction
0:15 Requirements
2:00 Create a new Netlify project with the Netlify CLI
3:34 Create a Netlify Function that interacts with MongoDB
12:45 Consume the Netlify Function from an HTML file with JavaScript
17:34 Deploy the Netlify Function with website to the cloud

#webdevelopment #serverless #mongodb

Developing a Web Application with Netlify Serverless Functions and MongoDB

✅ Sign-up for a free cluster at: <a href="https://mdb.link/free-bALyYC10ABw" target="_blank" rel="noreferrer">https://mdb.link/free-bALyYC10ABw</a>
✅ Get help on our Community Forums: <a href="https://mdb.link/community-bALyYC10ABw" target="_blank" rel="noreferrer">https://mdb.link/community-bALyYC10ABw</a>

📚 For readers, here a written version: <a href="https://mdb.link/mongoose-bALyYC10ABw" target="_blank" rel="noreferrer">https://mdb.link/mongoose-bALyYC10ABw</a>

📻 MongoDB Podcast with Val Karpov, maintainer of Mongoose: <a href="https://bit.ly/3MSx6Oo" target="_blank" rel="noreferrer">https://bit.ly/3MSx6Oo</a>

🔗 Mongoose: <a href="https://mongoosejs.com/" target="_blank" rel="noreferrer">https://mongoosejs.com/</a>

In this video, we’ll learn how Mongoose, a library for MongoDB, can help you to structure and access your data with ease. Many who learn MongoDB get introduced to it through the very popular library, Mongoose, an ODM (Object Data Modeling) Library. Mongoose is described as “elegant MongoDB object modeling for Node.js."

Connect with Jesse:
Twitter: <a href="https://bit.ly/tweet-codeSTACKr" target="_blank" rel="noreferrer">https://bit.ly/tweet-codeSTACKr</a>

---
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Getting Started with MongoDB & Mongoose ODM (Object Data Modeling) Library

✅ Sign-up for a free cluster at: <a href="https://mdb.link/free-9LA7_CSyZb8" target="_blank" rel="noreferrer">https://mdb.link/free-9LA7_CSyZb8</a>
✅ Get help on our Community Forums: <a href="https://mdb.link/community-9LA7_CSyZb8" target="_blank" rel="noreferrer">https://mdb.link/community-9LA7_CSyZb8</a>

When you need to react immediately to changes in your MongoDB database, change streams and triggers can help you make that happen.  In part four of this quick start tutorial for beginners, Lauren Schaefer explains three ways to monitor change streams in a Node.js script:  using EventEmitter's on(), using ChangeStream's hasNext(), and using Node's Stream API.  She also explains how to create triggers in MongoDB Atlas.

Chapters:
00:00 Intro
00:57 Change Streams
03:52 Monitoring Change Streams Using EventEmitter's on()
12:21 Monitoring Change Streams Using ChangStream's hasNext()
16:37 Monitoring Change Streams Using the Stream API
19:57 Resuming Change Streams
21:43 Triggers
27:16 Wrapping Up

Links Lauren mentions in the video:
Lauren's blog post: Change Streams & Triggers with Node.js Tutorial <a href="https://developer.mongodb.com/quickstart/nodejs-change-streams-triggers" target="_blank" rel="noreferrer">https://developer.mongodb.com/quickstart/nodejs-change-streams-triggers</a> 
Lauren's GitHub repo with the code from this video <a href="https://github.com/mongodb-developer/nodejs-quickstart/blob/master/changeStreams.js" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/nodejs-quickstart/blob/master/changeStreams.js</a> 
Node.js & MongoDB Starter Template File <a href="https://github.com/mongodb-developer/nodejs-quickstart/blob/master/template.js" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/nodejs-quickstart/blob/master/template.js</a> 

Other videos in this tutorial series:
Part 1: <a href="https://youtu.be/fbYExfeFsI0" target="_blank" rel="noreferrer">https://youtu.be/fbYExfeFsI0</a>
Part 2: <a href="https://youtu.be/iz37fDe1XoM" target="_blank" rel="noreferrer">https://youtu.be/iz37fDe1XoM</a>
Part 3: <a href="https://youtu.be/bdS03tgD2QQ" target="_blank" rel="noreferrer">https://youtu.be/bdS03tgD2QQ</a>

Connect with Lauren:
Twitter:  <a href="https://twitter.com/lauren_schaefer​" target="_blank" rel="noreferrer">https://twitter.com/lauren_schaefer​</a>
TikTok: <a href="https://tiktok.com/@lauren_schaefer​" target="_blank" rel="noreferrer">https://tiktok.com/@lauren_schaefer​</a>
Linkedin: <a href="https://www.linkedin.com/in/laurenjan...​" target="_blank" rel="noreferrer">https://www.linkedin.com/in/laurenjan...​</a> 
MongoDB Community: <a href="https://developer.mongodb.com/community/forums/t/hey-friends-im-lauren/168/" target="_blank" rel="noreferrer">https://developer.mongodb.com/community/forums/t/hey-friends-im-lauren/168/</a>

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Connect with MongoDB:
Website: <a href="https://bit.ly/2LjtNBZ" target="_blank" rel="noreferrer">https://bit.ly/2LjtNBZ</a>
Twitter: <a href="https://bit.ly/3fH87gR" target="_blank" rel="noreferrer">https://bit.ly/3fH87gR</a>
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Linkedin: <a href="https://bit.ly/2SY9w90" target="_blank" rel="noreferrer">https://bit.ly/2SY9w90</a>
Instagram: <a href="https://bit.ly/3bn9bDv" target="_blank" rel="noreferrer">https://bit.ly/3bn9bDv</a>
Community Forums: <a href="https://bit.ly/2I8VCi5" target="_blank" rel="noreferrer">https://bit.ly/2I8VCi5</a>
TikTok: <a href="https://bit.ly/3fHoqdJ" target="_blank" rel="noreferrer">https://bit.ly/3fHoqdJ</a>

MongoDB & Node.js: Change Streams & Triggers (Part 4 of 4)

✅ Sign-up for a free cluster at: <a href="https://mdb.link/free-bdS03tgD2QQ" target="_blank" rel="noreferrer">https://mdb.link/free-bdS03tgD2QQ</a>
✅ Get help on our Community Forums: <a href="https://mdb.link/community-bdS03tgD2QQ" target="_blank" rel="noreferrer">https://mdb.link/community-bdS03tgD2QQ</a>

In part three of this quick start tutorial for developers, Lauren Schaefer explains how to create ACID (atomicity, consistency, isolation, durability) transactions for MongoDB in a Node.js script.  She explains how to use withTransaction() and a session to successfully complete or abort a transaction.

Chapters:
00:00 Intro
01:06 ACID transactions in MongoDB
04:06 The Setup
05:19 Create a Transaction
05:43 Create a Helper Function
07:50 Create a Function for the Transaction
17:59 Call the Function
20:54 Wrapping Up

Other videos in this tutorial series:
Part 1: <a href="https://youtu.be/fbYExfeFsI0" target="_blank" rel="noreferrer">https://youtu.be/fbYExfeFsI0</a>
Part 2: <a href="https://youtu.be/iz37fDe1XoM" target="_blank" rel="noreferrer">https://youtu.be/iz37fDe1XoM</a>

Links Lauren mentions in the video:
Lauren's blog post: How to Use MongoDB Transactions in Node.js <a href="https://developer.mongodb.com/quickstart/node-transactions" target="_blank" rel="noreferrer">https://developer.mongodb.com/quickstart/node-transactions</a> 
Lauren's GitHub repo with the code from this video <a href="https://github.com/mongodb-developer/nodejs-quickstart/blob/master/transaction.js" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/nodejs-quickstart/blob/master/transaction.js</a> 
Lauren's script to create a "users" collection <a href="https://github.com/mongodb-developer/nodejs-quickstart/blob/master/usersCollection.js" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/nodejs-quickstart/blob/master/usersCollection.js</a> 
Node.js & MongoDB Starter Template File <a href="https://github.com/mongodb-developer/nodejs-quickstart/blob/master/template.js" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/nodejs-quickstart/blob/master/template.js</a> 
MongoDB Documentation: Convert a Standalone to a Replica Set <a href="https://docs.mongodb.com/manual/tutorial/convert-standalone-to-replica-set" target="_blank" rel="noreferrer">https://docs.mongodb.com/manual/tutorial/convert-standalone-to-replica-set</a> 

Connect with Lauren:
Twitter:  <a href="https://twitter.com/lauren_schaefer​" target="_blank" rel="noreferrer">https://twitter.com/lauren_schaefer​</a>
TikTok: <a href="https://tiktok.com/@lauren_schaefer​" target="_blank" rel="noreferrer">https://tiktok.com/@lauren_schaefer​</a>
Linkedin: <a href="https://www.linkedin.com/in/laurenjan...​" target="_blank" rel="noreferrer">https://www.linkedin.com/in/laurenjan...​</a> 
MongoDB Community: <a href="https://developer.mongodb.com/community/forums/t/hey-friends-im-lauren/168/" target="_blank" rel="noreferrer">https://developer.mongodb.com/community/forums/t/hey-friends-im-lauren/168/</a>

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MongoDB & Node.js: Create an ACID Transaction (Part 3 of 4)

✅ Sign-up for a free cluster at: <a href="https://mdb.link/free-iz37fDe1XoM" target="_blank" rel="noreferrer">https://mdb.link/free-iz37fDe1XoM</a>
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When you want to analyze data stored in MongoDB, you can use MongoDB's powerful aggregation framework to do so. In part two of this quick start tutorial for beginners, Lauren Schaefer provides a high-level overview of the aggregation framework and demonstrates how to use it in a Node.js script.  She explains how to use aggregate() to analyze data.

Chapters:
00:00 Intro
00:45 What is the aggregation framework?
02:45 Create an aggregation pipeline in Atlas
06:45 Executing an aggregation pipeline in Node.js
11:07 Wrapping up

Other videos in this tutorial series:
Part 1: <a href="https://youtu.be/fbYExfeFsI0" target="_blank" rel="noreferrer">https://youtu.be/fbYExfeFsI0</a>

Links Lauren mentions in the video:
Lauren's blog post: Aggregation Framework with Node.js Tutorial <a href="https://developer.mongodb.com/quickstart/node-aggregation-framework" target="_blank" rel="noreferrer">https://developer.mongodb.com/quickstart/node-aggregation-framework</a> 
Lauren's GitHub repo with the code from this video <a href="https://github.com/mongodb-developer/nodejs-quickstart/blob/master/aggregation.js" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/nodejs-quickstart/blob/master/aggregation.js</a>
Node.js & MongoDB Starter Template File <a href="https://github.com/mongodb-developer/nodejs-quickstart/blob/master/template.js" target="_blank" rel="noreferrer">https://github.com/mongodb-developer/nodejs-quickstart/blob/master/template.js</a> 
Free MongoDB University Course: M121 The MongoDB Aggregation Framework <a href="https://university.mongodb.com/courses/M121/about" target="_blank" rel="noreferrer">https://university.mongodb.com/courses/M121/about</a> 

Connect with Lauren:
Twitter:  <a href="https://twitter.com/lauren_schaefer​" target="_blank" rel="noreferrer">https://twitter.com/lauren_schaefer​</a>
TikTok: <a href="https://tiktok.com/@lauren_schaefer​" target="_blank" rel="noreferrer">https://tiktok.com/@lauren_schaefer​</a>
LinkedIn: <a href="https://www.linkedin.com/in/laurenjan...​" target="_blank" rel="noreferrer">https://www.linkedin.com/in/laurenjan...​</a> 
MongoDB Community: <a href="https://developer.mongodb.com/community/forums/t/hey-friends-im-lauren/168/" target="_blank" rel="noreferrer">https://developer.mongodb.com/community/forums/t/hey-friends-im-lauren/168/</a>

Subscribe to MongoDB ►►► <a href="https://bit.ly/3bpg1Z1" target="_blank" rel="noreferrer">https://bit.ly/3bpg1Z1</a>

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MongoDB & Node.js: Aggregation & Data Analysis (Part 2 of 4)

✅ Sign-up for a free cluster at: <a href="https://mdb.link/free-fbYExfeFsI0" target="_blank" rel="noreferrer">https://mdb.link/free-fbYExfeFsI0</a>
✅ Get help on our Community Forums: <a href="https://mdb.link/community-fbYExfeFsI0" target="_blank" rel="noreferrer">https://mdb.link/community-fbYExfeFsI0</a>

If you're a Node.js developer who wants to learn MongoDB, start here!  

In this quick start tutorial for beginners, Developer Advocate Lauren Schaefer walks through the basics of how to connect to a MongoDB Atlas database using a Node.js script.  Then she explains how data is stored in MongoDB using documents and collections.  Finally, she explains how to execute each of the CRUD (create, read, update, and delete) operations.  She explains how to use insertOne(), insertMany(), findOne(), find(), updateOne() with and without upsert, updateMany(), deleteOne(), and deleteMany(). 

Links Lauren mentions in the video:
⭐ Connect to a MongoDB Database Using Node.js: <a href="https://mdb.link/connect-nodejs" target="_blank" rel="noreferrer">https://mdb.link/connect-nodejs</a>
⭐ MongoDB and Node.js Tutorial - CRUD Operations: <a href="https://mdb.link/nodejs-crud" target="_blank" rel="noreferrer">https://mdb.link/nodejs-crud</a>
⭐ GitHub repo with the code from this video: <a href="https://mdb.link/nodejs-quickstart" target="_blank" rel="noreferrer">https://mdb.link/nodejs-quickstart</a>

Other videos in this tutorial series:
Part 2: <a href="https://youtu.be/iz37fDe1XoM" target="_blank" rel="noreferrer">https://youtu.be/iz37fDe1XoM</a>
Part 3: <a href="https://youtu.be/bdS03tgD2QQ" target="_blank" rel="noreferrer">https://youtu.be/bdS03tgD2QQ</a>
Part 4: <a href="https://youtu.be/9LA7_CSyZb8" target="_blank" rel="noreferrer">https://youtu.be/9LA7_CSyZb8</a>

Chapters:
00:00 Intro
01:00 How to Connect
08:22 How MongoDB Stores Data
11:47 How to Create Documents
17:16 How to Read Documents
24:46 How to Update Documents
35:58 How to Delete Documents
41:10 Wrapping Up

Connect with Lauren:
Twitter:  <a href="https://twitter.com/lauren_schaefer" target="_blank" rel="noreferrer">https://twitter.com/lauren_schaefer</a>
TikTok: <a href="https://tiktok.com/@lauren_schaefer" target="_blank" rel="noreferrer">https://tiktok.com/@lauren_schaefer</a>
LinkedIn: <a href="https://www.linkedin.com/in/laurenjanece/" target="_blank" rel="noreferrer">https://www.linkedin.com/in/laurenjanece/</a> 
MongoDB Community: <a href="https://developer.mongodb.com/community/forums/t/hey-friends-im-lauren/168" target="_blank" rel="noreferrer">https://developer.mongodb.com/community/forums/t/hey-friends-im-lauren/168</a> 

------
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