Please watch: "3- Step-by-Step Guide to the Machine Learning Process with Cookie Shop Recommendation System Example "
• 3- Step-by-Step Guide to the Machine Learn... -~-
For years, we have been using database management systems to store our data from websites, applications and to run analysis. Lately, with the emergence of Big Data, we needed a more general way to store data from multiple sources. So, we introduced Non-relational databases.
Understanding how to use non-relational databases is not difficult, but it does require a little bit of effort especially if you are coming from the Relational Database Management System RDBMS.
This course is designed for you to help you understand Non-Relational Databases through the use of MongoDB. MongoDB is one of the most popular Non relational databases.
In this course, you’ll learn how to install MongoDB. Create documents to store data, organize documents in collections. write queries to read, update and delete documents and also how to index your data.
As we are all data scientists or future data scientists, we will finish this course by discovering how to organize MongoDB with applications and code, especially Python and R.
Sounds Interesting! Let’s Dive in.
You can download the exercises from GitHub on: https://github.com/ibtissammakdoun/Le...
To learn More about using MongoDB Compass : / from-rdbms-to-non-relational-databases
You can download MongoDB from: https://www.mongodb.com/try/download/...
GitHub: https://github.com/ibtissammakdoun
Medium: / ibtissam.makdoun
Planning:
00:00 Intro
00:20 Introduction
01:47 Why MongoDB
04:18 Installing MongoDB on Windows
Playlist link: • Application and uses of MongoDB and Instal...
Application and uses of MongoDB and installation on Windows: • Application and uses of MongoDB and Instal...
Create and query MongoDB collection: • Create and query mongodb collection
Find a document using MongoDB Compass: • Find a document using MongoDB Compass
Create a document using MongoDB Compass: • Create a document using MongoDB Compass
MongoDB challenge 1: Create a document: • MongoDB challenge 1: Create a document
Solution MongoDB Challenge: Create a document: • Solution MongoDB Challenge: Create a document
Understanding MongoDB queries using operators: • Understanding MongoDB queries using operat...
MongoDB indexes to enhance the performance of queries: • MongoDB indexes to enhance the performance...
Import, export and delete files from MongoDB using GridFS: • Import, Export and Delete files from Mongo...
Coding with MongoDB using Python and R Progamming Languages: • Coding with MongoDB using Python and R Pro...
Set up replica set on MongoDB: • Set up replica set on MongoDB in 10 minutes
Understand MongoDB configuration file: • Understanding MongoDB Configuration File
Understand sharding on MongoDB: • Understand sharding on MongoDB : server ad...
Set up authentication and authorization: • Set up authentication and authorization on...
Backup your databases on MongoDB: • Backup your database on MongoDB