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system versus machine learning model

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

However, if you are fortunate enough to have more than a minute, then please get ready to embark upon an exciting journey exploring AI (but beware, it could last a lifetime) …

Machine Learning Systems versus Machine Learning Models

#artificialintelligenceSep-18-2022, 20:20:30 GMT

A functioning AI product contains more than just a Machine Learning model. You need to add a lot of ingredients to your ML soup to make it bring value to customers. We call all of these ingredients together a Machine Learning System. But we tend to pay too much attention to our ML models while neglecting other parts of the bigger picture. I call this phenomenon a model-centric bias.

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Technology: Information Technology > Artificial Intelligence > Machine Learning (1.00)

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