MongoDB University Courses

MongoDB Aggregation Framework

0

Class Central TipsLearn How to Sign up to Coursera courses for free1600+ Coursera Courses That Are Still Completely FreeThis course will teach you how to perform data analysis using MongoDB's powerful Aggregation Framework.You'll begin this course by building a foundation of essential aggregation knowledge. By understanding these features of the Aggregation Framework you will learn how to ask complex questions of your data. This will lay the groundwork for the remainder of the course where you'll dive deep and learn about schema design, relational data migrations, and machine learning with MongoDB.By the end of this course you'll understand how to best use MongoDB and its Aggregation Framework in your own data science workflow.

Introduction to MongoDB using the MEAN Stack

4.7

This advanced computer science course will provide an overview of several of the most popular web and mobile app development toolkits, including MongoDB, ExpressJS, AngularJS, and Node.js. Together, these tools are called the “MEAN stack.”This is an advanced course for experienced web developers. In this course, we will introduce the essential concepts of the MEAN stack using a fast-paced, learn-by- doing approach. As a concrete example, we will walk through building a retail application. This online store will enable users to search for products, add them to their cart, and check out using Stripe, an online payment processor. You’ll build your own REST API (Representational State Transfer Application Programming Interface) server from scratch using MongoDB schema design principles, as well as a web application using AngularJS and a hybrid mobile application using the Ionic framework.When you complete the course, you will receive a discount to MongoDB Professional Certification, enabling you to demonstrate your skills, show recruiters and hiring managers your expertise, and earn a spot in the MongoDB Certified Professional Finder.

Introduction to MongoDB

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Class Central TipsLearn How to Sign up to Coursera courses for free1600+ Coursera Courses That Are Still Completely FreeThis course will get you up and running with MongoDB quickly, and teach you how to leverage its power for data analytics.We'll start by mastering the fundamentals of MongoDB, including MongoDB’s Document data model, importing data into a cluster, working with our CRUD API and Aggregation Framework. These topics will be taught through a demo application which will give you a great first encounter of how simple and practical it can be to build applications with MongoDB.In addition to these essential topics, you will also learn and work with useful MongoDB tools and services. You will work with Atlas, MongoDB's database as a service, MongoDB Compass, a schema visualization tool, as well as many other useful command-line utilities.

Data Wrangling with MongoDB

3

In this course, we will explore how to wrangle data from diverse sources and shape it to enable data-driven applications. Some data scientists spend the bulk of their time doing this!Students will learn how to gather and extract data from widely used data formats. They will learn how to assess the quality of data and explore best practices for data cleaning. We will also introduce students to MongoDB, covering the essentials of storing data and the MongoDB query language together with exploratory analysis using the MongoDB aggregation framework.This is a great course for those interested in entry-level data science positions as well as current business/data analysts looking to add big data to their repertoire, and managers working with data professionals or looking to leverage big data.This course is also a part of our Data Analyst Nanodegree. Data Extraction FundamentalsAssessing the Quality of Data,Intro to Tabular Formats,Parsing CSVData in More Complex FormatsXML Design Principles,Parsing XML,Web ScrapingData QualitySources of Dirty Data,A Blueprint for Cleaning,Auditing DataWorking with MongoDBData Modelling in MongoDB,Introduction to PyMongo,Field QueriesAnalyzing DataExamples of Aggregation Framework,The Aggregation Pipeline,Aggregation Operators: $match, $project, $unwind, $groupCase Study - OpenStreetMap DataUsing iterative parsing for large datafiles,Open Street Map XML Overview,Exercises around OpenStreetMap data