Data Modeling in MongoDB

Focused View

John Cokos

2:25:19

342 View

01 - Introduction

01 - Introduction to data modeling.mp4

03:39

02 - Prerequisites.mp4

03:40

03 - The problem domain Social media project.mp4

02:45

02 - 1. MongoDB Modeling Basics

01 - Mongo ERD vs. SQL.mp4

06:47

02 - Application-driven architecture.mp4

10:40

03 - Query-first modeling.mp4

06:00

04 - Challenge Create the golden model object for an online retailer.mp4

02:00

05 - Solution.mp4

01:47

03 - 2. Complex Modeling

01 - Embedded documents as subdocuments.mp4

03:56

02 - Summary and partial documents.mp4

06:07

03 - One-to-one relationships.mp4

06:45

04 - One-to-many relationships with embedded documents.mp4

07:43

05 - One-to-many relationships with back references.mp4

04:03

06 - Many-to-many relationships.mp4

05:17

07 - Challenge Create the proper relationships and summary documents for an online store.mp4

01:33

08 - Solution.mp4

05:52

04 - 3. Implementation Tools

01 - Schema versioning.mp4

05:19

02 - JSON Schema.mp4

07:39

03 - Modeling tools.mp4

12:35

04 - ORMs.mp4

14:32

05 - Challenge Create a schema in a visual tool and in Mongoose.mp4

01:20

06 - Solution.mp4

03:31

05 - 4. Best Practices

01 - Embedding vs. references.mp4

08:33

02 - Optimization Antipatterns.mp4

08:53

03 - Optimization Best practices.mp4

04:23

Description

MongoDB is a leading noSQL database that stores data in documents or collections, which is very different from the relational or SQL databases that most data developers are familiar with. In this course, instructor John Cokos explores ways to use MongoDB at scale with complex data modeling techniques and cloud deployments. As a means of demonstrating the complexities of modeling real-world data with MongoDB, John works through the process of setting up an application resembling a social media website, and shows you how to model frequently used, deeply nested, and shared data sources to support an enterprise-level application. John also presents a series of challenges and solutions, so you can test your learning along the way.

More details

User Reviews

Rating

average 0

Total votes0

Focused display

MongoDB

Data Modeling

John Cokos

Instructor's Courses

Definitely not your typical engineer 4 year CS major and 20 years of experience. I've owned a software company, a gym, I run an immensely successful baseball program with over 150 players, & am the Principal instructor at Code Fellows, where I develop curriculum and guide budding engineers through their career change. I'm a chef, a developer, a manager and motivator, and although nobody will give it to me, I'm taking full credit for turning the Internet upside down about 20 years ago ... taking some huge risks and making some equally huge impacts. In short, I get it done.

Linkedin Learning

View courses Linkedin Learning

LinkedIn Learning is an American online learning provider. It provides video courses taught by industry experts in software, creative, and business skills. It is a subsidiary of LinkedIn. All the courses on LinkedIn fall into four categories: Business, Creative, Technology and Certifications. It was founded in 1995 by Lynda Weinman as Lynda.com before being acquired by LinkedIn in 2015. Microsoft acquired LinkedIn in December 2016.