BigData Concepts

Data Architecture Concepts

• Data Architecture
• Data Lake
• Data Warehouse
• Fan-out
• Horizontal Scaling
• Lambda Architecture
• Medallion Architecture
• Metrics Layer
• Semantic Layer
• Vertical Scaling

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Database Concepts

• CAP Theorem
• Column-oriented Database
• Document Database
• Graph Database
• Hybrid Transactional Analytical Processing
• In-Memory Database
• Key-Value Database
• Non-relational Database
• Online Analytical Processing
• Online Transaction Processing
• Relational Database
• Relational Database Management System
• Timeseries Database
• Data Architecture
• Data Lake

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Data Pipeline Concepts

• Batch Data Processing
• CDC（Change Data Capture）
• Data Pipeline
• Data Unit Test
• Delta Load
• Full Load
• Idempotence
• Stream Data Processing
• Workflow Orchestration