Data Policies And Standards
Data Elements
Regulations
Using Data for Decisions
Data Trends
Data Transformation
Creating a BI Implementation Plan
Building Data Analysis Capabilities
Insights 
Insights in the realm of business analytics
and data governance refer to the actionable information derived from data analysis that can influence decision-making processes and strategic planning
...Effective data governance frameworks establish
policies,
standards, and procedures for data management, which are essential for accurate analysis
...
Data Risk 
Data risk refers to the potential for loss or harm related to the handling, processing,
and storage of data within an organization
...can adopt various management strategies: Data Governance: Establishing a framework for data management that includes
policies, procedures, and
standards to ensure data integrity and compliance
...
Data Elements 
Data elements are the fundamental units of data that are used in various business analytics
and data mining processes
...Data Governance: Establishing
policies and
standards for data element management is critical to maintain data integrity and compliance
...
Regulations 
In the realm of business analytics
and data governance, regulations play a crucial role in ensuring that organizations manage data responsibly and ethically
...These regulations vary by region and industry but generally aim to establish
standards for data handling practices
...Data stewardship roles and responsibilities Data classification and inventory Data quality management processes
Policies for data access and sharing 4
...
Using Data for Decisions 
In the modern business landscape, the ability to leverage
data for decision-making has become a crucial component of success
...The process of business analytics involves the systematic analysis of data to inform strategic choices, optimize operations,
and enhance overall performance
...Privacy Concerns: The collection and use of data must comply with legal and ethical
standards ...Utilize Data Governance: Implement
policies and procedures to ensure data quality and compliance
...
Data Trends 
Data trends refer to the patterns
and movements in data over time that can provide valuable insights for businesses
...Data Governance Establishing
policies and
standards for data management
...
Data Transformation 
Data transformation is a crucial process in the fields of business analytics
and text analytics, involving the conversion of data from one format or structure into another
...Facilitates Compliance: Ensures that data adheres to regulatory
standards and organizational
policies ...
Creating a BI Implementation Plan 
Business Intelligence (BI) implementation involves the integration of various technologies
and practices to analyze business
data and support decision-making processes
...Considerations When creating a BI implementation plan, organizations should consider the following: Data Governance: Establish
policies and
standards for data management to ensure data quality and compliance
...
Building Data Analysis Capabilities 
Building
data analysis capabilities is an essential aspect of modern business strategy
...As organizations increasingly rely on data to drive decision-making, the ability to analyze
and interpret data effectively has become a critical competency
...Consider the following elements: Data Governance: Establishing
policies and
standards for data management and usage
...
Big Data Strategies 
Big
Data Strategies refer to the methodologies
and approaches that organizations use to collect, analyze, and utilize large volumes of data to drive business decision-making and enhance operational efficiency
...Data Governance
Policies and procedures for managing data integrity and security
...Compliance: Adhering to regulations and
standards governing data usage
...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.