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LinkedIn Learning

NoSQL Data Modeling Essential Training

via LinkedIn Learning

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Overview

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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

Reviews

4.7 rating at LinkedIn Learning based on 157 ratings

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