Compliance And Security
Data Architecture
Creating a Comprehensive Data Strategy
Data Ownership
The Role of Data
Data Environments
Data Architecture
Data Extraction
Evaluating BI Software Solutions 
Evaluating these solutions involves assessing various factors that contribute to their effectiveness, usability,
and alignment with business objectives
...Security: Robust security features are necessary to protect sensitive data and ensure
compliance with regulations
...
Implementing Self-Service BI Solutions 
Self-Service Business Intelligence (BI) solutions empower end-users to analyze data
and generate insights without relying heavily on IT departments
...Data Governance: Policies and procedures that ensure data quality and
compliance ...Security Concerns: Ensuring data security and privacy when multiple users access sensitive information is critical
...
Data Architecture 
It encompasses the models, policies, rules,
and standards that govern the collection, storage, integration, and usage of data within an organization
...Data Governance: Policies and procedures that ensure data quality,
security, and
compliance ...
Creating a Comprehensive Data Strategy 
It encompasses the processes, policies,
and technologies that govern how data is collected, stored, analyzed, and utilized
...Regulatory
Compliance: A comprehensive data strategy ensures adherence to data protection laws and regulations
...Data
Security Measures taken to protect data from unauthorized access and breaches
...
Data Ownership 
Data ownership refers to the legal rights
and responsibilities associated with data
...Importance of Data Ownership Data ownership plays a vital role in various aspects of business, including: Legal
Compliance: Organizations must comply with data protection regulations such as GDPR and CCPA
...Security: Data ownership defines who can access sensitive information, which is crucial for safeguarding against data breaches
...
The Role of Data 
the contemporary business landscape, data has emerged as a critical asset that drives decision-making, strategy formulation,
and operational efficiency
...Data Archiving: Data is archived for future reference or
compliance purposes
...Data Disposal: Data that is no longer needed is securely disposed of to protect privacy and
security ...
Data Environments 
Data environments refer to the structured settings in which data is collected, processed, analyzed,
and stored
...Data Governance: This refers to the policies and procedures that ensure data quality,
security, and
compliance with regulations
...
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 ...
Data Extraction 
In the realm of business, data extraction plays a crucial role in business analytics
and data mining
...Regulatory
Compliance: Data extraction helps in maintaining accurate records, which is crucial for compliance with regulations and standards
...Data
Security: Ensuring the security of sensitive data during extraction is critical to prevent breaches
...
Data Sharing 
In the context of business analytics
and data mining, data sharing plays a crucial role in enhancing decision-making processes, improving operational efficiency, and fostering innovation
...Regulatory
Compliance: In some industries, data sharing is essential for compliance with regulations and standards
...Data
Security: Ensuring that shared data is secure from unauthorized access and breaches is a significant concern
...
Selbstständig machen z.B. nebenberuflich!
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 ...