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Moving from the Lab to the Mainstream - Microsoft's Machine-Learning Tool


Moving from the Lab to the Mainstream - Microsoft s Machine-Learning Tool
Image Credit: Microsoft
Reinforced Learning systems are ready to make the jump from the research bench to real-world applications.
Wondering why you are still seeing advertisements for holidays in your browser during a global pandemic? It s because most companies that place ads generally use traditional Machine Learning (ML) models that make predictions based on past behaviors. Thus, when the temperature drops, these models suggest a trip to some far-flung destination, because that has worked in the past. Therefore the same ads are placed even if consumers are unlikely to be going anywhere due to lockdown restrictions.  ....

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