Financial Ratio
Accuracy
Establishing Metrics for Company Performance
Efficiency
Predictive Performance
Understanding the Role of Business Performance Metrics
Metrics
Statistical Analysis for Growth
Evaluating ROI of Business Intelligence 
Understanding ROI in Business Intelligence ROI is a
financial metric used to measure the probability of gaining a return from an investment
...In the context of Business Intelligence, ROI can be defined as the
ratio of net profit generated from BI initiatives to the total costs associated with the implementation and operation of BI systems
...
Accuracy Financial Reporting: Accurate financial data is essential for compliance and strategic planning
...Accuracy Rate: The
ratio of correctly predicted instances to the total instances in classification tasks
...
Establishing Metrics for Company Performance Some common types of performance metrics include:
Financial metrics Customer satisfaction metrics Employee engagement metrics Operational efficiency metrics Market share metrics Key Considerations for Establishing Metrics When establishing metrics for company performance, it is important
...Inventory turnover
ratio Assesses how quickly a company sells its inventory
...
Efficiency Definition of Efficiency Efficiency can be defined as the
ratio of useful output to total input, often expressed as a percentage
...Fraud Detection: ML models can detect unusual patterns in transactions, providing real-time alerts to prevent
financial losses
...
Predictive Performance Sales forecasting,
financial analysis Decision Trees A tree-like model used to make decisions based on various conditions
...Precision: The
ratio of correctly predicted positive observations to the total predicted positives
...
Understanding the Role of Business Performance Metrics Some common types of performance metrics include: Sales metrics
Financial metrics Customer satisfaction metrics Operational efficiency metrics Employee performance metrics Key Performance Indicators (KPIs) Key Performance Indicators (KPIs) are specific metrics that are critical to the
...Return on Investment (ROI) The
ratio of net profit to the cost of the investment
...
Metrics Financial Metrics: These metrics measure the financial health of an organization
...Value, Conversion Rate Finance Net Profit Margin, Return on Assets, Current
Ratio Customer Service Customer Satisfaction Score, Net Promoter Score, Average Response Time Operations
...
Statistical Analysis for Growth Time series analysis, moving averages, exponential smoothing
Financial Analysis Evaluating financial performance and risk assessment
...Variance analysis,
ratio analysis, Monte Carlo simulation Customer Satisfaction Measuring customer satisfaction and loyalty through surveys
...
Evaluation Financial analysis, market research, and performance metrics
...Precision The
ratio of correctly predicted positive observations to the total predicted positives
...
Efficiency Definition of Efficiency Efficiency can be defined as the
ratio of useful output to the total input in a process
...Resource Efficiency: Involves using resources (human,
financial, technological) judiciously to achieve the best outcomes
...
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.
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