- Course overview
- Course details
- Prerequisites
Course overview
About this course
This course introduces the SUSE AI open infrastructure platform used to deploy and run GenAI workloads. It covers the deployment of the base operating system and cluster that will run the AI middleware, vector database and AI workloads. Once the base OS and Kubernetes cluster are deployed and imported into Rancher Prime, SUSE Storage is installed as the storage layer. At that point the AI related components such as the AI middleware (Ollama), vector database (Milvus) and AI chat application (Open WebUI) are installed. Finally SUSE Security is installed into the AI Cluster enabling the cluster to be secured and the SUSE Observability and OpenTelemetry agents are installed enabling the workloads to be observed.
Audience profile
- Consultants who regularly deploy the product for their customers.
- Anyone who wants to learn how to deploy and begin to use SUSE AI.
At course completion, you will:
- Understand basic AI concepts and terminology
- Gain an understanding of the SUSE AI components
- Learn how to install and configure the base operating system and Kubernetes cluster for AI workloads
- Learn how to install install common AI middleware, vector databases and applications such as Ollama, Milvus and Open WebUI
Course details
Module 1: Course Introduction
Module 2: Introduction to SUSE AI
Overview of AI Concepts and Terminology
AI Platform Challenges Addressed by SUSE AI
Overview of SUSE AI Components
Module 3: Operating System Configuration Requirements for an AI Cluster
Host OS Installation and Configuration
Module 4: Kubernetes Deployment and Configuration Requirements
RKE2 AI Cluster Requirements
RKE2 Deployment and Configuration
RKE2 Integration with Rancher Prime
Module 5: GPU Operator Deployment
NVIDIA GPU Operator Installation
Module 6: Storage Requirements for an AI Cluster
Storage Layer Installation and Configuration
Module 7: Introduction to the SUSE Application Collection
Overview of the Application Collection
Module 8: Ollama
Overview of Ollama and LLMs
Module 9: RAG and Vector Databases
Overview of RAG and Vector Databases
Install Milvus
Module 10: Open WebUI
Overview of Open WebUI
Install Open WebUI
Module 11: Secure AI Clusters
Overview of SUSE Security
Install SUSE Security into an AI Cluster
Module 12: Observe AI Workloads
How SUSE Observability Displays Information about AI Workloads
Configure GenAI Observability
Prerequisites
Attendees should have:
- Solid experience installing and managing SUSE Linux Enterprise Server or SUSE Linux Micro.
- Experience using Kubernetes to deploy and manage containerized workloads.
Enquiry
Course : SUSE AI Deployment
Enquiry
request for : SUSE AI Deployment
