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Which data analysis framework are you most expert in? More delicately, conversations drifted toward rankings on Kaggle.
Entrants were given data from an anonymous auto parts maker and asked to predict bad batches in factory output. One team stood out because it openly intended to cheat: a trio of Google researchers testing artificial intelligence claassified called AutoML, designed to do the work of a data scientist.
Recent advances in AI have raised questions about the effect of smarter machines on jobs for humans.
They have mostly focused johs relatively low-status work such as driving trucks and checking out shoppers. Ninety minutes into the contest, competitors had burrowed into the data, and favored working spots. A few secreted themselves in quiet corners of the hotel. Most bent over laptops in two windowless ballrooms well supplied with coffee, energy-rich snacks, and Ethernet connections.
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Participants in the Kaggle Days competition flexed their data analysis and machine learning skills to predict bad batches in data from an auto parts factory.
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The desire to perpetuate the existence of the corporate body became a factor. This Big sexy land hedensted of labor by function is so ingrained in us even today that we are quick to organize our teams accordingly.|Most businesses organize for efficient productivity.
They do this through specialization. Workers that are highly skilled at narrow tasks can perfect their skill and, when put in an assembly line, produce goods with high efficiency. Data science teams have been built this way, classifisd, with highly specialized tasks assigned to individuals that work together to create new business capabilities.
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The team of generalists will learn more and contribute more to the business.
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