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Tabla de Contenidos: “…-- Introduction to OpenShift -- OpenShift features -- Understanding operators -- Understanding how OpenShift supports MLOps -- Red Hat OpenShift Data Science (RHODS) -- The advantages of the cloud -- ROSA -- Summary -- References -- Part 2: Provisioning and Configuration -- Chapter 2: Provisioning an MLOps Platform in the Cloud -- Technical requirements -- Installing OpenShift on AWS -- Preparing AWS accounts and service quotas -- Preparing AWS for ROSA provisioning -- Installing ROSA -- Adding a new machine pool to the cluster -- Installing Red Hat ODS -- Installing partner software on RedHat ODS -- Installing Pachyderm -- Summary -- Chapter 3: Building Machine Learning Models with OpenShift -- Technical requirements -- Using Jupyter Notebooks in OpenShift -- Provisioning an S3 store -- Using ML frameworks in OpenShift -- Using GPU acceleration for model training -- Enabling GPU support -- Building custom notebooks -- Creating a custom notebook image -- Importing notebook images -- Summary -- Part 3: Operating ML Workloads -- Chapter 4: Managing a Model Training Workflow -- Technical requirements -- Configuring Pachyderm -- Versioning your data with Pachyderm -- Training a model using Red Hat ODS -- Building a model training pipeline -- Installing Red Hat OpenShift Pipelines -- Attaching a pipeline server to your project -- Building a basic data science pipeline -- Summary -- Chapter 5: Deploying ML Models as a Service -- Packaging and deploying models as a service -- Saving and uploading models to S3 -- Updating the pipeline via model upload to S3 -- Creating a model server for Seldon -- Deploying and accessing your model -- Autoscaling the deployed models…”

Tabla de Contenidos: “…/ Carlos Guimaraes -- Los movimientos sociales en la red : webgrafía para navegantes / Samuel Marí y Carlos Peláez…”

“…Boletín de la Red…”

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Tabla de Contenidos: “…Red Hat Certified Engineer (RHCE) complete video course / Sander van Vugt -- Red Hat Certified Engineer (RHCE) exam prep workshop / Sander van Vugt…”

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