Type of course:
Digital learning, Lesson
Language:
EN
Duration:
15 minutes
Workload:
2 hours
Proficiency:
Intermediate
Target:
Manager, Professionals, Workers
This nuggets is an introduction to scaling infrastructures, especially presenting technologies that facilitate scaling by handling Machine Leaning model dependencies. Scaling infrastructures are essential in Machine Leaning model production, to adapt to changes in demands, while preserving performance and cost.
Learning outcomes
- Explain horizontal and vertical scaling related to the deployment of AI models
- Choose a scaling approach appropriate for a given use case
- Select correct arguments supporting a scaling approach for a given use case
Course Content
Topics
Digital Transformation, Artificial Intelligence (AI)
Content created in 2023
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