Docker Image Build and Publish
Tutorials that teach this
- Tutorial Deploy a Node.js Application in SAP BTP, Kyma runtime
- Tutorial Make Predictions for House Prices with SAP AI Core
- Tutorial Use Pre-Trained Tensorflow Models with a GPU in SAP AI Core
- Tutorial Using Custom models on SAP AI Core VIA ollama
- Tutorial Deploy the SAPUI5 Frontend in SAP BTP, Kyma Runtime
- Tutorial Understand the Cloud Foundry Application Lifecycle for Docker Applications
- Tutorial Build a House Price Predictor with SAP AI Core
- Tutorial Prepare Multi-Tenant Applications for Deployment with CAP Operator
- Tutorial Consume SAP BTP Services In SAP Kyma
- Tutorial Deploy a Multitenant Application to a Provider subaccount, Kyma Runtime
- Tutorial Generate Metrics and Compare Models in SAP AI Core
- Tutorial Ingest Live Data into your House Price Predictor with SAP AI Core
- Tutorial Deploy a Go PostgreSQL API Endpoint in SAP BTP, Kyma Runtime
- Tutorial Deploy MSSQL in SAP BTP, Kyma Runtime
- Tutorial Set Up the Metaflow Library for SAP AI Core
- Tutorial Deploy a Movie Recommendation System to AI Core Using Template Generator
- Tutorial Using small language models on SAP AI Core
- Tutorial Quick Start for Your First AI Project Using SAP AI Core
- Tutorial Build a House Price Predictor with SAP AI Core using VS Code Toolkit
Docs explaining this concept
Prerequisites
- Concept Docker Container Packaging
- Concept ML Pipeline Containerization with Docker
- Concept Docker Registry Authentication
- Concept Local Development Environment Setup
- Concept Kubernetes Basics
- Concept Containerized Workloads
- Concept Kyma Runtime deployment
- Concept Docker Image Deployment in Cloud Foundry
- Concept Docker Image Build and Registry Management
Concepts that build on this
- Concept SAP AI Core ML Workflow Templates
- Concept Approuter Application for Multitenancy
- Concept Metaflow Pipeline Setup for SAP AI Core
- Concept SAP AI Core Metrics Logging
- Concept Cloud Object Store Integration for ML Data
- Concept Machine Learning Model Deployment
- Concept SAP AI Core Model Deployment and Inference
- Concept Kubernetes Service Instance and Binding Management
- Concept Kyma Runtime deployment
- Concept GPU-Enabled TensorFlow Deployment
- Concept AI Workflow Development
- Concept Deploying Ollama on SAP AI Core
- Concept Cloud Native Buildpacks (Paketo) for Container Image Building
- Concept Private Container Registry and Image Pull Secret Configuration
- Concept SAP BTP Service Operator for Kubernetes
- Concept Docker Image Deployment in Cloud Foundry