Ethical considerations are important in deploying machine learning systems from "summary" of Machine Learning by Ethem Alpaydin
When deploying machine learning systems, it is crucial to take into account ethical considerations. These considerations are important because the decisions made by these systems can have real-world consequences that affect people's lives. Ensuring that machine learning systems are designed and deployed ethically is essential for maintaining trust in these systems and for upholding societal values and norms. One ethical consideration is the potential for bias in the data used to train machine learning algorithms. If the data used is biased in some way, the algorithm will learn and perpetuate that bias, leading to unfair outcomes. It is important to carefully examine the data and to mitigate any biases present before deploying the system. Another ethical consideration is transparency. Users should have a clear understanding of how the machine learning system works a...
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