Sap Master Data Governance
Architecture
Data Quality Assessment
Big Data Architecture for Enterprise Applications
Data Management Strategies
Architecture 
Architecture in the context of business analytics and big
data refers to the structured framework that enables organizations to manage, analyze, and utilize vast amounts of data effectively
...It consists of three layers: Batch Layer: Manages the
master dataset and pre-computes batch views
...Implement robust data
governance policies to maintain data quality and compliance
...
Data Quality Assessment Data Quality Assessment (DQA) is a systematic process used to evaluate the quality of data within an organization
...Master Data Management (MDM) - Solutions that help maintain a single, accurate view of business data
...Data Quality To maintain high data quality, organizations should adopt the following best practices: Establish Data
Governance: Create a framework for data management, including roles, responsibilities, and policies
...
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
...Lambda Architecture The Lambda Architecture consists of three layers: Batch Layer: Responsible for managing the
master dataset and pre-computing batch views
...Data
Governance: Establishing policies and procedures for data management and compliance can be challenging
...
Data Management Strategies Data management strategies refer to the systematic processes and methodologies that organizations employ to collect, store, manage, and utilize data effectively
...Data
Governance The framework for managing data availability, usability, integrity, and security
...Master Data Management: Focuses on maintaining a single, accurate view of critical business data across the organization
...
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