Cognite Data Workflows

Learn how to use data workflows in Cognite Data Fusion to automate and orchestrate complex data processes.

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About this course

This course provides a comprehensive introduction to data workflows within Cognite Data Fusion (CDF), a powerful managed process orchestration service. Participants will learn how to effectively coordinate and automate complex, interdependent processes, including CDF Transformations, Cognite Functions, dynamic tasks, and API requests. The course is designed to equip learners with the skills necessary to create, run, and manage data workflows that optimize and streamline data operations within CDF.

Learning objectives:

By the end of this course, you will be able to:

  1. Describe Core Concepts of Data Workflows: Understand the fundamental principles and components of data workflows in Cognite Data Fusion.
  2. Explain Different Task Types: Identify and differentiate between the various task types available in data workflows, including CDF Transformations, Cognite Functions, dynamic tasks, and API requests.
  3. Create, Run, and Schedule Data Workflows: Gain hands-on experience in designing, executing, and scheduling data workflows to automate data processes within CDF.

Who should take this course?
Data managers, data engineers, and data scientists

Instructor
This course was developed by Cognite Academy, with subject matter experts:

Jørgen Lund
Product Manager - Data Workflows

Bert Verstraete
Software engineer - Data Workflows

Curriculum1.5 hrs

  • Welcome
  • How to succeed with this course?
  • Concepts
  • Why data workflows?
  • Core concepts of data workflows
  • Defining a simple workflow
  • Check your knowledge
  • Data flows in data workflows
  • Task and workflow robustness
  • Structural tasks
  • Check your knowledge
  • Hands-on
  • Access to the CDF project
  • Get ready for hands-on
  • End of course
  • Key takeaways
  • Share your feedback

About this course

This course provides a comprehensive introduction to data workflows within Cognite Data Fusion (CDF), a powerful managed process orchestration service. Participants will learn how to effectively coordinate and automate complex, interdependent processes, including CDF Transformations, Cognite Functions, dynamic tasks, and API requests. The course is designed to equip learners with the skills necessary to create, run, and manage data workflows that optimize and streamline data operations within CDF.

Learning objectives:

By the end of this course, you will be able to:

  1. Describe Core Concepts of Data Workflows: Understand the fundamental principles and components of data workflows in Cognite Data Fusion.
  2. Explain Different Task Types: Identify and differentiate between the various task types available in data workflows, including CDF Transformations, Cognite Functions, dynamic tasks, and API requests.
  3. Create, Run, and Schedule Data Workflows: Gain hands-on experience in designing, executing, and scheduling data workflows to automate data processes within CDF.

Who should take this course?
Data managers, data engineers, and data scientists

Instructor
This course was developed by Cognite Academy, with subject matter experts:

Jørgen Lund
Product Manager - Data Workflows

Bert Verstraete
Software engineer - Data Workflows

Curriculum1.5 hrs

  • Welcome
  • How to succeed with this course?
  • Concepts
  • Why data workflows?
  • Core concepts of data workflows
  • Defining a simple workflow
  • Check your knowledge
  • Data flows in data workflows
  • Task and workflow robustness
  • Structural tasks
  • Check your knowledge
  • Hands-on
  • Access to the CDF project
  • Get ready for hands-on
  • End of course
  • Key takeaways
  • Share your feedback