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Course Introduction
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Join Cognite's Community!
- Understanding CDF Storage and Data Modeling APIs
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Understanding CDF Storage and Data Modeling APIs
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The Industrial Knowledge Graph
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Core modeling components in CDF
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Modeling & Retrieval
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Knowledge Check
- Modeling with the Knowledge Graph
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Modeling real-life environments
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Using Views to define structure
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Knowledge Check
- Modeling with Core & Industrial Data Models
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Core and Industrial Data Models
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Core Data Model
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CDM vs. Asset-Centric Modeling
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Industrial Data Model
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Knowledge Check
- Storing & Linking Time Series & Files
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Linking Time Series to the Data Model
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File Storage in CDF
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Modeling Example
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Knowledge Check
- Managing the Data Lifecycle
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Managing the Data Lifecycle
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Records & Immutability
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Knowledge Check
- Designing for Scalability & Clean Architecture
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Best practices for scalability
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CDF Storage APIs: Best Practices
Learn how to structure and store industrial data in Cognite Data Fusion using recommended modeling patterns and the Storage APIs.
Welcome to CDF Storage API Best Practices!
This course equips learners with the skills to model and manage structured data in Cognite Data Fusion using the recommended storage and data modeling APIs. It provides a solid foundation for building scalable, query-able, and interoperable data structures across industrial domains.
By the end of this course, you will learn to:
- Understand how different types of industrial data are stored and accessed in CDF
- Use the Industrial Knowledge Graph to model assets, equipment, systems, and documentation
- Apply the Core and Industrial Data Models to standardize data modeling and avoid fragmentation
- Structure your data using nodes, views, relationships, attributes, and properties
- Link contextualized data to other storage systems such as files and time series
- Design models that scale and evolve with your operational needs
Who should take this course?
Anyone responsible for modeling industrial data in CDF, including data engineers, solution architects, and developers working with Cognite’s platform.
Instructor
Cognite Academy has developed this course in collaboration with domain experts and internal SMEs.
Elka Sierra
Stratigic Program Manager - Data Products