Ibm Data Governance
Data Models
Importance of Data Classification in Governance
Data Protocols
Data Ethics
Accountability Standards
Data Architecture
Management
Creating a Data Strategy for Success 
A well-defined
data strategy is essential for organizations seeking to leverage data for improved decision-making and business performance
...Key Components of a Data Strategy A comprehensive data strategy typically includes the following components: Data
Governance Data Architecture Data Management Data Analytics Data Culture 1
...
Data Quality Metrics Data Quality Metrics are essential indicators used to assess the quality of data within an organization
...In the realm of Business Analytics and Data
Governance, maintaining high data quality is paramount
...
Data Models Data models are essential frameworks that define how data is structured, stored, and manipulated within a business environment
...They play a crucial role in business analytics and data
governance, enabling organizations to make informed decisions based on accurate and relevant data
...
Importance of Data Classification in Governance Data classification is a critical component of data
governance that involves organizing data into categories for its most effective and efficient use
...
Data Protocols Data protocols are a set of rules and standards that govern the transmission and management of data within organizations
...are crucial for ensuring data integrity, security, and compliance, particularly in the fields of business analytics and data
governance ...
Data Ethics Data ethics refers to the moral implications and responsibilities associated with the collection, storage, analysis, and dissemination of data
...Implement Data
Governance Policies: Establish robust data governance policies that align with ethical principles
...
Accountability Standards Accountability Standards refer to a set of guidelines and principles aimed at ensuring responsible management and
governance of
data within an organization
...
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
...
Management The field of management encompasses various disciplines, including business analytics and
data governance, which play a vital role in decision-making and operational efficiency
...
Controls mechanisms, policies, and procedures that organizations implement to ensure the integrity, accuracy, and reliability of their
data and operations
...Effective controls are essential for maintaining data
governance and ensuring compliance with regulations
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