Machine-learning algorithms find and apply patterns in data. And they pretty much run the world. Machine-learning algorithms are responsible for the vast majority of the artificial intelligence ...

But it is also just a tiny fraction of what AI could be. Machine-learning algorithms find and apply patterns in data. And they pretty much run the world. The grand idea is to develop something ...

There are a few key steps that are essentially the same for every machine learning project. The diagram below highlights ... step is to collect some data to train our algorithm.

ML Integrity: A Necessary Condition for AI Trust In order for humans to trust an AI, the algorithms ... data) combine to generate a prediction. For this entire system and flow to behave with ...

“Selection bias occurs when a data set contains vastly more information on one subgroup and not another,” says White. For instance, many machine learning algorithms are taught by scraping ...