Data Quality Management
Data Governance
Data Governance
Data Management
Data Management
Support Data Governance
Data Governance Practices for BI
Data Auditing
The Importance of Data Quality in BI 
Data quality is a critical aspect of Business Intelligence (BI) that significantly influences the effectiveness of decision-making processes in organizations
...Lack of Standards: Without standardized processes for data collection and
management, quality can suffer
...
Governance 
Governance in the context of business analytics and
data analysis refers to the frameworks, processes, and structures that ensure the effective
management of data and analytics initiatives within an organization
...It helps in: Ensuring data
quality and integrity Facilitating compliance with regulations and standards Enhancing data security and privacy Promoting transparency and accountability Supporting strategic decision-making Key Components of Governance The governance framework for
...
Data Governance 
Data Governance refers to the overall
management of the availability, usability, integrity, and security of the data employed in an organization
...Key Components of Data Governance Data
Quality: Ensuring that data is accurate, consistent, and reliable
...
Data Governance 
Data governance refers to the overall
management of data availability, usability, integrity, and security in an organization
...Data
Quality: Enhances the accuracy and reliability of data, which is vital for effective decision-making
...
Data Management 
Data management refers to the process of acquiring, validating, storing, protecting, and processing data to ensure its accessibility, reliability, and timeliness for business intelligence and analytics
...Key Components of Data Management Data Acquisition Data Storage Data Integration Data
Quality Data Security Data Governance Data Analysis Data Management Lifecycle The data management lifecycle consists of several stages that organizations follow to manage data effectively:
...
Data Management 
Data management refers to the practices, architectural techniques, and tools used to collect, store, manage, and utilize data effectively
...Data
Quality Management: Ensuring the accuracy, consistency, and reliability of data throughout its lifecycle
...
Support Data Governance 
Support
Data Governance refers to the framework and practices that ensure the proper
management,
quality, and security of data within an organization
...
Data Governance Practices for BI 
Data governance is a critical aspect of Business Intelligence (BI) that ensures data
quality, security, and compliance throughout its lifecycle
...Practices for Data Governance in BI Conclusion Definition of Data Governance Data governance refers to the overall
management of data availability, usability, integrity, and security in an organization
...
Data Auditing 
Data auditing is a systematic examination of data to ensure its accuracy, completeness, and reliability
...The primary goal of data auditing is to identify inconsistencies and errors within datasets, thereby improving data
quality and supporting informed decision-making
...Risk
Management: Identifies potential risks associated with data inaccuracies that could lead to financial losses
...
Data Quality 
Data quality refers to the condition of a dataset, which can significantly impact business decisions and analytics
...Data Quality
Management Effective data quality management involves a systematic approach to ensure high-quality data throughout its lifecycle
...
Nebenberuflich (z.B. mit Nebenjob) selbstständig u. Ideen haben
Der Trend bei der Selbständigkeit ist auf gute Ideen zu setzen und dabei vieleich auch noch nebenberuflich zu starten - am besten mit einem guten Konzept ...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.