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mkdocs.yml
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site_name: Data - AI - Analytics Reference Architecture
repo_url: https://github.com/ibm-cloud-architecture/refarch-data-ai-analytics
nav:
- Introduction: index.md
- AI Ladder: data/README.md
- Data & AI Architectures :
- Architecture Principles : architecture/README.md
- Architectural Decision guidelines: architecture/architectural-decisions.md
- Collect - organize data: architecture/collect-org-data.md
- Analyze & build model: architecture/build-model.md
- Infuse in application: architecture/runtime-flow.md
- Collect and Organize:
- Data Topology: topology/README.md
- Data Replication: data/data-replication.md
- Data Partitioning: data/data-partitioning.md
- Data Integration: data/data-integration.md
- Analyze:
- Data Understanding: preparation/data-understanding.md
- Data Preparation: preparation/README.md
- Model selection: preparation/dev-model.md
- Infuse:
- CI & CD: deployment/README.md
- Physical model execution: deployment/README.md
- Model evaluation: deployment/model-evaluation.md
- Development practices:
- Designing intelligent application: architecture/intelligent-app.md
- Cassandra practices: data/cassandra/readme.md
- Monitoring:
- Feedback analysis: monitoring/README.md
- Bias monitoring to ensure equitable: monitoring/README.md
- Methodology:
- Integrated iterative approach: methodology/README.md
- MLOps: methodology/MLops.md
- DevOps: methodology/devops.md
- DataOps: methodology/dataops.md
- Reference Implementations:
- Customer churn solution: https://ibm-cloud-architecture.github.io/refarch-ai-data-customer-churn/
- Reefer container solution: https://ibm-cloud-architecture.github.io/refarch-kc/
theme:
name: material
extra_css: ["extra.css"]
markdown_extensions:
- admonition
- codehilite
- footnotes
- pymdownx.smartsymbols
- pymdownx.superfences