Analyzed
Knowledge
Support Continuous Learning with Data Insights
Understanding Data Analysis Limitations
Business Evaluation
Data Analysis and Business Transformation
Customer
Data Sources
Sources 
Secondary Sources Secondary sources involve the use of data that has already been collected and
analyzed by others
...
Knowledge Data Visualization Data visualization is an essential aspect of presenting
analyzed data in a comprehensible manner
...
Support Continuous Learning with Data Insights Company B
Analyzed customer feedback to develop new product training
...
Understanding Data Analysis Limitations Regulatory Changes: New regulations can impact how data can be collected and
analyzed, limiting analytical capabilities
...
Business Evaluation Key metrics
analyzed include: Revenue Growth Net Profit Margin Return on Equity (ROE) Debt-to-Equity Ratio 2
...
Data Analysis and Business Transformation Company C:
Analyzed operational data to identify bottlenecks, resulting in a 30% increase in production efficiency
...
Customer Various types of data can be collected and
analyzed, including: Data Type Description Demographic Data Information about customers such as age, gender, income, and location
...
Data Sources Relevance The data should be directly applicable to the questions being
analyzed ...
Business Outcomes In the realm of business analytics and predictive analytics, business outcomes are often
analyzed to enhance decision-making and improve overall performance
...
Foster Customer Relationships effective customer relationship management (CRM) is essential for understanding customer needs and behaviors, which can be
analyzed through business analytics and specifically prescriptive analytics
...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.
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