Introduction to MongoDB for Data Analytics

所在平台: Udemy

课程主页: https://www.udemy.com/course/introduction-to-mongodb/

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课程简介

**课程名称:** MongoDB 数据分析入门 **课程概述:** 本课程将带您从零开始了解 MongoDB 的基础知识,并阐述 NoSQL 和 SQL 之间的关键区别,帮助您建立直观的基础概念理解。随后,您将通过一系列的实践练习,学习如何在 Mongo Shell 中运用数据库操作。 课程还将引导您设计自己的数据库,用于存储博客网站的数据。在此过程中,您将探索不同的数据结构如何根据具体用例的最佳实践来解决问题。 最后,我们将进入数据分析环节。您将学习如何运用过滤、投影、排序以及查询复杂数据结构等技术,从真实世界的数据集中提取有价值的洞察。您将通过一个博客网站的案例研究来巩固这些技能,并将其应用于一个电子商务数据分析的挑战中。

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课程详情

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.

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