├── .gitignore ├── 404.html ├── Gemfile ├── Gemfile.lock ├── LICENSE.txt ├── _config.yml ├── _sass └── color_schemes │ └── ibm.scss ├── architecture.md ├── automation.md ├── cloud_deployment.md ├── configuration_management.md ├── data_management.md ├── dependency_management.md ├── distribution.md ├── documentation.md ├── edge_deployment.md ├── favicon.ico ├── index.md ├── interfaces.md ├── license.md ├── model_training.md ├── monitoring.md ├── project_roles.md ├── project_team.md ├── quality_measurements.md ├── readme.md ├── recommendation.md ├── res └── img │ ├── AI_Scale.png │ ├── DICE-architecture-example.png │ ├── Machine_Learning_Pipeline.png │ ├── Machine_Learning_Pipeline.xml │ ├── Machine_Learning_Pipeline_AWS.png │ ├── Machine_Learning_Pipeline_AWS.xml │ ├── Machine_Learning_Pipeline_Azure.png │ ├── Machine_Learning_Pipeline_Azure.xml │ ├── Machine_Learning_Pipeline_C3.png │ ├── Machine_Learning_Pipeline_C3.xml │ ├── Machine_Learning_Pipeline_GCP.png │ ├── Machine_Learning_Pipeline_GCP.xml │ ├── Machine_Learning_Pipeline_IBMCloud.png │ ├── Machine_Learning_Pipeline_IBMCloud.xml │ ├── Machine_Learning_Pipeline_OpenSource.png │ ├── Machine_Learning_Pipeline_OpenSource.xml │ ├── Openshift.png │ ├── Pipeline_example_AWS.png │ ├── RealWorldAISystem.png │ ├── agile_vs_waterfall.png │ ├── architect-assistant-ui.png │ ├── architecture-cognitive-architect-screenshot.png │ ├── architecture-microservices-high-level.svg │ ├── concept_drift_types.png │ ├── ibm_garage.png │ ├── mlflowmodelregistry.png │ ├── openscale.png │ ├── scaled_data_science_method.png │ ├── scaled_data_science_method_vs_crisp-dm.png │ ├── testDrivenDevelopment.jpg │ └── travisui.PNG ├── scaling.md ├── security.md ├── sizing.md ├── source_code.md ├── testing.md └── versioning.md /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/IBM/data-science-best-practices/HEAD/.gitignore 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