Many AI models rely on historical data to make predictions on future behavior. So, what happens when consumer behavior across the planet makes a 180 degree flip? Companies are quickly seeing less value from some AI systems as training data is no longer relevant when user behaviors and preferences change so drastically. Those who are flexible can make it through this crisis in data, and these four techniques will help you stay in front of the competition.
Originally from KDnuggets https://ift.tt/3acr3QM
source https://365datascience.weebly.com/the-best-data-science-blog-2020/4-steps-to-ensure-your-aimachine-learning-system-survives-covid-19
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