intellcert Academy · Artificial Intelligence
AI Infrastructure & Platform Engineering
Participants will be able to: Explain and apply architectural principles of modern AI platforms Evaluate cloud, on-premises, and hybrid AI strategies Containerize and scale AI workloads.
Overview
Course contents
Our professional training courses are designed for professionals, specialists, and experts who wish to expand their knowledge in a targeted way.
Hands-on exercises
- Design of an example AI platform architecture
- Setup of a containerized AI environment (conceptual or demo-based)
- Simulation of a scalable AI deployment architecture
- Analysis of cloud vs. on-prem AI strategies
Learning objectives
- Explaining and applying the architectural principles of modern AI platforms
- Evaluating cloud, on-prem and hybrid strategies for AI
- Containerizing and scaling AI workloads
- Defining infrastructure requirements for AI systems
- Classifying data and model pipelines within platform architectures
- Planning GPU and computing resources for AI systems
- Considering basic security and governance aspects at the platform level
- Designing a simple AI platform architecture
Target audience
- Cloud and platform engineers
- DevOps and MLOps teams
- AI architects and solution architects
- IT infrastructure managers
- Technical project managers of large AI initiatives
- Participants from IC-805-E-04 to IC-805-E-06
Prerequisites
- Required:
- Equivalent experience in software development or IT architecture
- Recommended:
- Basic knowledge of cloud or container technologies
- Not suitable for complete beginners without IT or development background.
Required
- IC-805-E-04. Developing and Integrating AI Systems, or
- IC-805-E-06. MLOps & AI Operations (for understanding operational processes)
Certification requirement
Without certification option
Delivery format: Online. For on-site or in-house training, please send us a request via our contact form. We will get in touch with you shortly thereafter.
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Flexible scheduling is available for this service. Please contact us to arrange a convenient date.
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