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DATAOPS - Coggle Diagram
DATAOPS
Lifecycle
Data Collection
Data Ingestion
Data Preparation
Data Validation
Data Transformation
Data Testing
Data Deployment
Monitoring
Continuous Improvement
Core Principles
Automation
Continuous Integration (CI)
Continuous Delivery (CD)
Agile Development
Collaboration
Version Control
Continuous Monitoring
Data Quality
Tools
Apache NiFi
Apache Airflow
Git
Docker
Kubernetes
Great Expectations
Grafana
Prometheus
Architecture
Data Sources
ETL / ELT
Data Lake
Data Warehouse
Analytics
Dashboards
End Users
Benefits
Faster Analytics
High Data Quality
Better Collaboration
Reduced Cost
Scalability
Reliability
Better Decision Making
Challenges
Data Silos
Complex Pipelines
Security
Data Governance
Legacy Systems
Skill Gap
Applications
Banking
Healthcare
E-commerce
Manufacturing
Social Media
Smart Cities
Objectives
Improve Data Quality
Faster Data Delivery
Reduce Errors
Collaboration
Automation
Definition
Data Operations
Collaboration
Automation
Continuous Data Delivery