Performance Analysis
The Role of BI in Human Resources
Developing Effective Dashboards
Intelligence
Execution
Responsibilities
Creating Dashboards for Text Analytics Insights
Principles for Designing Effective Dashboards
Visualizing Operational Metrics 
Importance of Visualizing Operational Metrics Operational metrics are quantifiable measures that reflect the efficiency and
performance of business operations
...Trend
Analysis: Visualization helps in identifying trends over time, which can inform strategic planning
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Crafting Predictive Insights It encompasses a variety of methods, including: Regression
Analysis Time Series Analysis Classification Techniques Clustering Techniques Neural Networks Importance of Predictive Insights Organizations that adopt predictive insights can gain a competitive edge by anticipating
...Marketing: Customer segmentation, churn prediction, and campaign
performance analysis
...
The Role of BI in Human Resources Intelligence? Business Intelligence refers to the technologies, applications, and practices for the collection, integration,
analysis, and presentation of business data
...Employee
Performance Management: BI provides insights into employee performance through data analysis, enabling HR to identify high performers and those in need of development
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Developing Effective Dashboards They provide a visual representation of key metrics and data, enabling organizations to monitor
performance, identify trends, and make informed decisions
...Trend
Analysis: They enable users to spot trends over time for better forecasting
...
Intelligence In the context of business, intelligence refers to the systematic collection,
analysis, and interpretation of data that can be used to inform decision-making processes
...Reporting and Dashboards Tools that present data in a user-friendly format, allowing stakeholders to monitor key
performance indicators (KPIs) and metrics
...
Execution It encompasses the translation of data-driven recommendations into actionable steps that organizations can take to optimize
performance and achieve strategic goals
...Overview Execution is a critical phase in the analytics process, following the stages of data collection, data
analysis, and decision-making
...
Responsibilities Data Collection Gathering relevant data from various sources to support
analysis ...Business Analysts, Management Teams
Performance Measurement Tracking key performance indicators (KPIs) to assess business performance
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Creating Dashboards for Text Analytics Insights Sentiment
Analysis: Determining the emotional tone behind a series of words
...Enable stakeholders to monitor key
performance indicators (KPIs) related to text analytics
...
Principles for Designing Effective Dashboards They provide users with a consolidated view of key
performance indicators (KPIs) and other relevant data, enabling informed decision-making
...Actionable: Choose metrics that prompt action or further
analysis ...
Visual Strategies to the systematic approaches employed in business analytics to represent data visually, facilitating better understanding,
analysis, and decision-making
...User engagement, sales
performance by region
...
Nebenberuflich selbstständig 
Nebenberuflich selbständig ist, wer sich neben seinem Hauptjob im Anstellungsverhältnis eine selbständige Nebentigkeit begründet.
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