Schema Modeling Patterns and Best Practices for Document Databases

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Nuri Halperin

1:45:46

20 View

01 - Course Overview

01 - Course Overview.mp4

01:44

02 - Course Introduction

02 - Course Introduction.mp4

06:17

03 - Evaluating Models and Validating Principles

03 - Evaluation Criteria.mp4

05:14

04 - Anti-pattern.mp4

01:09

05 - Efficient Access.mp4

02:29

06 - Performance.mp4

02:00

07 - Which Fields Belong in a Document.mp4

04:29

08 - Generality vs. Purpose-built.mp4

03:15

04 - Modeling Compound Entities

09 - Modeling Considerations.mp4

01:33

10 - Scenario for Modeling.mp4

01:14

11 - Evaluation of the Model.mp4

03:23

12 - Structuring Fields.mp4

03:44

13 - Anti-pattern of Modeling.mp4

01:52

14 - Summary.mp4

01:15

05 - Modeling One-to-few and One-to-many Relationships

15 - The Visit Use Case.mp4

02:11

16 - First Attempt at Modeling the Scenario.mp4

02:16

17 - One-to-few.mp4

03:23

18 - One-to-many.mp4

01:51

19 - Computed-field Pattern.mp4

03:00

20 - Aggregate-on-write.mp4

02:02

21 - Embed vs. Reference.mp4

04:32

22 - Summary.mp4

00:54

06 - Implementing Flexible Models and Heterogeneous Collections

23 - Schema Flexibility.mp4

04:14

24 - Flexible Catalog.mp4

05:50

25 - Polymorphic Types.mp4

04:35

26 - Cross-document Varieties.mp4

04:04

27 - Summary.mp4

01:09

07 - Implementing the Ledger Pattern for Transactions

28 - Why Transactions.mp4

02:12

29 - Multi-document Transaction Use Case.mp4

01:49

30 - Naive Document Approach.mp4

01:19

31 - Ledger Pattern.mp4

02:57

32 - Preventing Double-spend.mp4

01:41

33 - Model Evaluation.mp4

02:21

34 - Summary.mp4

01:19

08 - Time Series for IoT Scale

35 - The IoT Challenge.mp4

02:30

36 - Document per Reading Problems.mp4

02:01

37 - Bucketing.mp4

01:54

38 - Bucketing Drawbacks.mp4

02:03

39 - Aggregate-on-write.mp4

01:52

40 - Model Evaluation.mp4

01:11

41 - Summary.mp4

00:58

Description

Learn how to model and shape your documents when using document-oriented databases so that they serve your application in an optimal way. This course will teach you how to create and evaluate document structures across a variety of common use cases.

What You'll Learn?

How should I structure my document when using a document-oriented database such as MongoDB, CosmosDB, AWS DocumentDB, or CouchDB? In this course, Schema Modeling Patterns and Best Practices for Document Databases, you will learn to model and structure your document to best serve your application. First, you will learn how to evaluate your document model. Next, you will discover how to model entity relationships such as one-to-one, one-to-many, and one-to-few. Finally, you will explore how to apply the modeling principals to common real world scenarios. When you are finished with this course, you will have the skills and knowledge of document-oriented modeling needed to design optimal documents for any need.

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Database Programming

Nuri Halperin

Instructor's Courses

Nuri is owner of Plus N Consulting, a software and technology company. He is a passionate speaker, delivering technical know-how in regional and industry events. His 20 years of experience developing software span everything from shrink-wrapped consumer software, to line of business to e-commerce and dot-com with startups and large companies alike. He is active in the developer and maker communities, frequenting user groups, code camps, and maker spaces.

Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.