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Udemy

Introduction to MongoDB for Data Analytics

via Udemy

Overview

Learn the basics of MongoDB with step by step exercises from a professional Web Developer.

What you'll learn:
  • MONGODB BASICS:
  • Create your own databases from scratch
  • Learn MongoDB Architecture: databases, documents, collections, key-value pairs
  • Use CRUD operations in the mongo shell
  • DATABASE DESIGN:
  • Use Embedded Documents to represent relationships in data
  • Use various data structures to design a database for a blogging website case study
  • DATA ANALYSIS
  • Analyze real world datasets with projection, sorting, and filtering
  • Use query operators to examine correlations between features in data

In this course, we'll begin by covering the basics of MongoDB and the key differences between NoSQL and SQL to help you build an intuitive understanding of foundational concepts for the course. This will be followed by engaging practical exercises to help you understand how to use database operations in the Mongo Shell.


You'll then move on to designing your own database to store data for a blogging website, exploring how different data structures can be best-suited to solve different problems depending on the use case.


Finally, we'll move on to data analysis. You'll use filtering, projection, sorting, and querying complex data structures to extract actionable insights from real world datasets. You'll build these skills through a blogging website case study and then apply them on an E-Commerce data analysis challenge.

Syllabus

  • Extras materials for you
  • Getting started with Databases - Intuition
  • Getting Started with Databases - Practical
  • Database Design - Intuition
  • Database Design - Practical
  • Data Analysis Intuition
  • Data Analysis Practical: Blog Case Study
  • Data Analysis: Blogging Case Study with Embedded Documents
  • Data Analysis Practical: ECommerce Case Study
  • Congratulations!! Don't forget your Prize :)

Taught by

Brian Dowe, SuperDataScience Team and Ligency ​

Reviews

4.3 rating at Udemy based on 228 ratings

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