Amazon Hiring Algorithm
Understanding Bias in Algorithms
Ethical Considerations in Data Mining
Strategies for Effective Machine Learning Implementation
Understanding Bias in Algorithms 
Bias in
algorithms refers to systematic and unfair discrimination that occurs in machine learning and artificial intelligence systems
...Case Study Description Outcome
Amazon Hiring Algorithm Amazon developed an AI tool to screen resumes, which was later scrapped due to bias against women
...
Ethical Considerations in Data Mining 
Bias and Discrimination Data mining
algorithms can inadvertently perpetuate bias and discrimination
...Amazon's
Hiring Algorithm: An algorithm that was found to be biased against women, leading to its discontinuation
...
Strategies for Effective Machine Learning Implementation 
Hiring Talent: Recruit individuals with expertise in machine learning, data engineering, and domain knowledge
...summarizing notable examples: Company Industry ML Application Outcome
Amazon E-commerce Personalized Recommendations Increased sales and customer engagement
...Google Technology Search
Algorithm Optimization Improved search accuracy and user satisfaction
...
Geschäftsiee Selbstläufer 
Der Start in die eigene Selbständigkeit beginnt mit einer Geschäftsidee u.zw. weit vor der Gründung des Unternehmens. Ein gute Geschäftsidee mit neuartigen Ideen und weiteren positiven Eigenschaften wird zur
"Selbstläufer Geschäftsidee". Hier braucht es dann nicht mehr viel, bis ein grosser Erfolg entsteht ...