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Data - AI - Analytics Reference Architecture
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Data - AI - Analytics Reference Architecture
GitHub
Introduction
AI Ladder
Data & AI Architectures
Data & AI Architectures
Architecture Principles
Architectural Decision guidelines
Collect - organize data
Analyze & build model
Infuse in application
Collect and Organize
Collect and Organize
Data Topology
Data Replication
Data Partitioning
Data Integration
Analyze
Analyze
Data Understanding
Data Preparation
Model selection
Infuse
Infuse
CI & CD
Physical model execution
Model evaluation
Development practices
Development practices
Designing intelligent application
Cassandra practices
Monitoring
Monitoring
Feedback analysis
Bias monitoring to ensure equitable
Methodology
Methodology
Integrated iterative approach
MLOps
DevOps
DataOps
Reference Implementations
Reference Implementations
Customer churn solution
Reefer container solution
Data Integration Development and Operations