AI Factory Learning Paths (Hybrid Manager)

AI Factory Learning Paths (Hybrid Manager)#

Follow these Learning Paths to gain practical skills for running AI Factory capabilities inside Hybrid Manager projects.

Getting Started#

AI Factory 101 (Hybrid Manager)#

  • Understand AI Factory architecture in HCP

  • Understand how AI Factory capabilities are deployed in Kubernetes

  • Explore Model Library and Model Serving in Hybrid Manager

  • Explore Gen AI Builder in Hybrid Manager

Start with:

Intermediate#

AI Factory 201 (Hybrid Manager)#

  • Deploy custom AI models via Model Library

  • Manage GPU resources for AI model serving

  • Deploy InferenceServices with advanced configuration

  • Monitor and troubleshoot model serving

  • Connect Gen AI applications to served models

Suggested guides:

Advanced#

AI Factory 301 (Hybrid Manager)#

  • Optimize GPU usage across AI workloads

  • Implement multi-model serving patterns

  • Use model explainability tools (future)

  • Integrate model endpoints with Hybrid Manager Gen AI pipelines

  • Manage project- and user-scope for AI Factory features

Continue with:

Learn more#

For full conceptual background:

For Training options:

  • Instructor-led and self-paced AI Factory courses (see EDB Training Catalog).

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