Monitoring Evaluation
Performance Metrics
Performance Analysis
Data-Driven Strategies for Business Success
Data Science
Assessing Financial Performance with Data
Predictive Models
Models
Model 
Model
Evaluation Assess the model's performance using various metrics, such as accuracy, precision, recall, and F1 score
...Model
Monitoring and Maintenance Continuously monitor the model's performance and update it as necessary to ensure it remains accurate and relevant over time
...
Performance Metrics 
Continuous Improvement: By
monitoring metrics, organizations can identify areas for improvement and implement changes to enhance performance
...Resistance to Change: Employees may resist changes associated with new metrics or performance
evaluation processes
...
Performance Analysis 
Continuous Improvement: Implementing changes based on analysis and
monitoring results over time
...Key aspects include: Model
Evaluation Metrics: Metrics such as accuracy, precision, recall, F1 score, and ROC-AUC are used to assess model performance
...
Data-Driven Strategies for Business Success 
Monitoring and
Evaluation: Continuously monitor the outcomes of decisions and refine strategies based on performance data
...
Data Science 
Evaluation: Assessing the model's performance and making necessary adjustments
...Deployment: Implementing the model into production and
monitoring its performance
...
Assessing Financial Performance with Data 
Performance
Monitoring: Continuous tracking of financial metrics allows organizations to assess their performance in real-time
...Performance
Evaluation: Compare performance metrics against established benchmarks and industry standards
...
Predictive Models 
Model
Evaluation: Assess the model's performance using metrics such as accuracy, precision, and recall
...Monitoring and Maintenance: Continuously monitor the model's performance and update it as necessary
...
Models 
Model
Evaluation: Assess the model's performance using metrics such as accuracy, precision, and recall
...Monitoring and Maintenance: Continuously monitor the model's performance and make adjustments as necessary
...
Strategies 
Continuous
Monitoring and
Evaluation Strategies should be continuously monitored and evaluated to assess their effectiveness and make necessary adjustments
...
Control 
Concurrent Control: This mechanism focuses on
monitoring ongoing activities to ensure that they align with the established standards
...Adjust Strategies Make necessary adjustments to strategies based on
evaluation outcomes
...
Nebenberuflich (nebenbei) selbstständig m. guten Ideen
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 ...