Models vs. patterns - NoSQL Tutorial

Contents

• Introduction Introduction

  • Welcome

    1m 20s
  • What you should know

    1m 25s
• 1. The Basics 1. The Basics

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    The purpose of the data model

    3m 38s
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    Notation alternatives

    6m 8s
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    Analyze the data

    4m 54s
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    Determine access patterns

    3m 2s
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    Models vs. patterns

    2m 10s
• 2. Transforming the Conceptual Model 2. Transforming the Conceptual Model

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    The transformation process

    2m 59s
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    Transformation: Customer 360

    2m 31s
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    Creating the JSON document

    6m 35s
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    Transformation: Product sales

    3m 39s
• 3. Document Style Patterns 3. Document Style Patterns

  • Denormalization pattern

    5m 30s
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    Aggregation pattern

    4m 29s
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    Application side join pattern

    3m 28s
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    Tree aggregation

    2m 26s
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    Nested document flattening pattern

    2m 57s
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    Anti-patterns

    3m 21s
• 4. Columnar Style Patterns 4. Columnar Style Patterns

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    Columnar database models

    4m 1s
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    Query-driven patterns

    4m 26s
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    Helper tables

    3m 25s
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    Handling arrays

    3m 43s
• Conclusion Conclusion

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    Additional design considerations

    3m 56s
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    Wrap up

    47s