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Certified Enterprise Architect Professional (CEAP) - Module 7: Data Architecture

Data Architecture:

Data architecture should be designed to support the organization's strategic objectives and enable effective data analysis for decision-making. 

Components of data architecture:

  1. Data sources: Where data originates from (internal systems, external sources) 
  2. Data storage: How data is stored (databases, data warehouses, data lakes) 
  3. Data integration: Processes for combining data from multiple sources 
  4. Data access methods: How users and applications access data 

Learn about data terminologies: Data, Database, DBMS, Data format, Data flow, Cache, Tables, Index, Regular expressions, NoSQL.

Learn about Data Models: Business Data, Conceptual Data,  Doman Data, Logical Data, Canonical Data Model (acts as a translator)

Learn about Data Quality: Confidentiality (Encryption, Anti-Tampering, Authentication), Integrity (A data item has the same value in each part of a distributed system) , Availability


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