Unfair
Predictive Models
The Future of Predictive Analytics
Innovations
Challenges
Issues
Key Challenges in Predictive Analytics Implementation
Predictive Models for Risk Assessment
Predictive Models 
Ethical Considerations: Predictive models can inadvertently perpetuate biases present in the data, leading to
unfair outcomes
...
The Future of Predictive Analytics 
Algorithmic Bias: Predictive models can inadvertently perpetuate biases present in the training data, leading to
unfair outcomes
...
Innovations 
Algorithmic Bias: Addressing biases in algorithms that can lead to
unfair treatment of individuals
...
Challenges 
Bias in Algorithms: Predictive models can inadvertently perpetuate existing biases present in historical data, leading to
unfair outcomes
...
Issues 
Key issues include: Bias in Algorithms: Algorithms may perpetuate existing biases, leading to
unfair outcomes
...
Key Challenges in Predictive Analytics Implementation 
Bias in Algorithms: Predictive models can inadvertently perpetuate biases present in historical data, leading to
unfair outcomes
...
Predictive Models for Risk Assessment 
Bias and Fairness: Models may inadvertently perpetuate biases present in historical data, leading to
unfair treatment of certain groups
...
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.