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AI ML Data Science
AI ML Data Science
- Overview
- Set up
  Set up
  - Dev, GPU, Notebook
    Dev, GPU, Notebook
    
    Set up Jupyter Notebook
    
    Set up secrets locally
    
    Set up GPU on dev
    
    Jupyter Docker Stacks
    
    Set up GPU for Podman
    
    Set up secrets on Podman
    
    Set up secrets locally
  - Set up Pytorch
  - Set up Tensorflow [Medium]
- Large Language Models
  Large Language Models
- RAG
  RAG
  - RAG Overview
  - RAG chatbot app with ChatGPT LangChain [GitHub]
- Text classification
  Text classification
  - Using Hugging Face [GitHub]
- Samples
  Samples
  - OpenAI hello notebook [GitHub]
  - Build a local AI co-pilot [IBM]
Containers Kubernetes OpenShift
Containers Kubernetes OpenShift
- Containers
  Containers
  - RHEL on Windows
  - Podman
- Kubernetes
  Kubernetes
  - Setup AKS using ARM template
  - Setup AKS using Terraform
  - Security Security
    Table of contents
    
    Kubernetes
    
    OpenShift
    
    Updated
- OpenShift
  OpenShift
  - Business value
  - Deployment guide~
  - Code patterns
    Code patterns
    
    IBM~
    
    Microsoft~
    
    Red Hat~
    
    Multicloud development~
  - Workshops
    Workshops
    
    OCP architecture workshop
    
    Operators hands-on
    
    Deploy sample web service~
    
    Install OpenShift Container Storage~
    
    Migrate from Kubernetes to OpenShift~
    
    Install EKC logging Operator
    
    Deploy PostgreSQL
    
    Install Open Data Foundation (ODF) lab
    
    GitOps for Advanced Cluster Management (RHACM)
    
    Advanced Cluster Security (RHACS)
    
    Capacity planning~
    
    Sample applications
    Sample applications
    
    Hello world~
    
    Persistent volume framework demo~
    
    Stock trader~
  - OpenShift on AWS~
  - OCP on Azure
    OCP on Azure
    
    Introduction to Azure
    
    Install ARO Cluster
    
    Install OCP on Azure for Ops
    
    ARO Solution Architecture~
    
    Install a Bastion on Azure
    
    Install OCP on Azure
    
    Install CP4D on Azure
    
    Sample OCP/Cloud Pak architecture
  - Red Hat OpenShift Local
    Red Hat OpenShift Local
    
    About
    
    Install on Windows
    
    Uninstall on Windows
  - MicroShift (OpenShift on Edge devices)
    MicroShift (OpenShift on Edge devices)
    
    About MicroShift~
    
    Home GitOps Lab Environment~
Software Defined Infrastructure
Software Defined Infrastructure
- Overview
- Templates & DevOps
  Templates & DevOps
- Compliance
  Compliance
- Containers
  Containers
  - Set up local Podman Image Registry [Red Hat]
  - Deploy to local registry
  - Deploy to Azure
    Deploy to Azure
    
    Setup AKS using ARM template
    
    Setup AKS using Terraform
    
    Create Azure container registry (CLI) [Azure]
    
    Deploy container to App Services [Azure]
  - Deploy to OpenShift
    Deploy to OpenShift
    
    Using GitHub
    
    Without Dockerfile
- Models
  Models
  - Deploying Machine Learning Models [KD Nuggets]
Enterprise Architectures
Enterprise Architectures
- Portfolio architectures
- Supply chain
  Supply chain
- Sustainable enterprise
  Sustainable enterprise

Security guidance

Kubernetes

See CISA and NSA Release Kubernetes Hardening Guidance

OpenShift

See Red Hat OpenShift security guide ebook.

Updated

Sep 2022

October 30, 2024 October 30, 2024

Setup AKS using Terraform

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