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5 Key AI and ML Product Management Skills by Amazon Product Lead

The Product Podcast

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The Challenges of Machine Learning Models

Always remember that increasing accuracy has a cost. Do you trade off costs for accuracy? All these are important decisions you make as an a i and a melpean. Finally, a machine learning introduces uncertainty. Because of the nature of machine learning models, there is a high level of ambiguity associated with machine learning. The data is never as stable as we would like to think. So in a way, models with an ai products change the same world that they try to predict.

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