Enterprise Data Governance
Data Architecture
Regulatory Compliance and Data Governance
Framework
Data Architecture
Data Architecture
Operational Data
Maximizing Data Value
Data Governance for Marketing 
Data governance for marketing refers to the management of data availability, usability, integrity, and security in marketing processes
...Control Objectives for Information and Related Technologies (COBIT) framework provides guidelines for managing and governing
enterprise IT
...
Data Architecture Data Architecture refers to the structural design of an organization's data assets and data management resources
...Data
Governance: The policies and procedures that ensure data quality, security, and compliance
...The main types include: Type Description
Enterprise Data Architecture A comprehensive framework that encompasses all data assets across the organization, ensuring alignment with business goals
...
Regulatory Compliance and Data Governance Regulatory compliance and
data governance are critical components of modern business practices
...COBIT Control Objectives for Information and Related Technologies (COBIT) focuses on governance and management of
enterprise IT
...
Framework Frameworks are particularly essential in the fields of business analytics and
data governance, where they facilitate the organization, analysis, and management of data
...management best practices Data governance initiatives TOGAF
Enterprise architecture framework Organizational strategy and planning COBIT IT governance framework Data
...
Data Architecture Data Architecture refers to the structure and organization of data within a business or organization
...architecture is crucial for enabling efficient data management, supporting business analytics, and ensuring compliance with data
governance standards
...Some of the most recognized frameworks include: DAML (Data Architecture Modeling Language) EDM (
Enterprise Data Management) Information Engineering Best Practices in Data Architecture To maximize the effectiveness of data architecture, organizations should consider the following best
...
Data Architecture Data architecture refers to the structural design of an organization's data assets and data management resources
...encompasses the policies, standards, and models that govern how data is collected, stored, organized, and utilized across the
enterprise ...Data
Governance: Policies and procedures that ensure data quality, security, and compliance with regulations
...
Operational Data Operational
data refers to the information that is generated and used in the daily operations of an organization
...sources include: Source Description
Enterprise Resource Planning (ERP) Systems Integrates core business processes and data across departments
...To effectively manage operational data, organizations should consider the following best practices: Implement Data
Governance: Establish policies and procedures for data management, including data quality standards and access controls
...
Maximizing Data Value Maximizing
data value refers to the process of enhancing the utility and effectiveness of data within an organization to drive better decision-making, improve operational efficiency, and create competitive advantages
...Data
Governance: A set of processes that ensures important data assets are formally managed throughout the
enterprise ...
Data Integration Techniques for Big Data Data integration is a critical process in the realm of big data, involving the combination of data from different sources to provide a unified view for analysis and decision-making
...Transform (ELT) Data Virtualization Streaming Data Integration Application Programming Interface (API) Integration
Enterprise Service Bus (ESB) 1
...Ensure Data
Governance Implement data governance policies to maintain data quality, security, and compliance
...
Big Data Architecture for Enterprise Applications Big
Data Architecture refers to the framework that allows organizations to manage and analyze vast amounts of data generated from various sources
...In the context of
enterprise applications, effective big data architecture is crucial for leveraging data analytics to drive business decisions, enhance customer experiences, and optimize operations
...Data
Governance: Establishing policies and procedures for data management and compliance can be challenging
...
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