The document provides an overview of polyglot data modeling, highlighting its advantages in creating a flexible and consistent data architecture that can adapt to evolving schemas. It emphasizes the concept of a polyglot data model that serves multiple technologies and allows for complex data representations. Additionally, it offers resources for further reading and encourages the use of Hackolade's tools and documentation.

1. Hackolade Tutorial
Tutorial – Vision & Getting Started
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2. Polyglot Data Modeling
See article
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3. Logical or Polyglot?
Technology agnostic?
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4. Data modeling for polyglot persistence
One single application in the 21st century
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5. Every organization has polyglot data pipelines
Build pipelines so they don’t break when the schema evolves
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6. Polyglot data models
• Sits over the previous boundary between logical and
physical data models.
• Polyglot data mode is a “Logical model on steroids”:
• allows denormalization, if desired, given access patterns;
• allows complex data types;
• Represents a common physical model that generates
schemas for a variety of technologies, with automatic
mapping to the specific data types of the respective
target technologies.
• built so you could create a library of canonical objects for
your domains, and use them consistently across physical
data models for different target technologies.
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7. Polyglot data model
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8. Additional benefit of Polyglot data models
A modular, interdependent, consistent data model that allows your
enterprise to leverage the same building blocks across all of their
different models
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9. Graph view: “Business user”-friendly representation of concepts
A higher level representation of the entities and relationships in a
model, by levering a Graph Diagram representation of the model
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10. Reading material
• See Hackolade online documentation
• The Hackolade Blog
• This excellent new book:
MongoDB Data Modeling & Schema Design
• Many of the principles in the book are related to query
driven modeling based on access patterns
• Hackolade’s on social media: LinkedIn page, Twitter page
• Download Hackolade Studio for free
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11. Order on Amazon
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Pre-order

12. Upcoming
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13. Questions?
Answers!
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