NoSQL Data Modeling Essential Training

Offered By: LinkedIn Learning

Tags

NoSQL Databases Courses Data Analysis Courses Database Design Courses JSON Courses

Course Description

Overview

Get started with data modeling for NoSQL databases and learn how to work with common design patterns.

Syllabus

Introduction

Welcome
What you should know

1. The Basics

The purpose of the data model
Notation alternatives
Analyze the data
Determine access patterns
Models vs. patterns

2. Transforming the Conceptual Model

The transformation process
Transformation: Customer 360
Creating the JSON document
Transformation: Product sales

3. Document Style Patterns

Denormalization pattern
Aggregation pattern
Application side join pattern
Tree aggregation
Nested document flattening pattern
Anti-patterns

4. Columnar Style Patterns

Columnar database models
Query-driven patterns
Helper tables
Handling arrays

Conclusion

Additional design considerations
Wrap up

Taught by

Robert Van Cleave

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