Customer Story Machine learning drives innovation in high-tech manufacturing The semiconductor field is unique in that much of the rapid innovation that characterizes the industry is driven by fierce competition. Players are embroiled in a constant race to develop faster, smaller, more economical parts that has led to a doubling in the number of transistors in a dense in- tegrated circuit approximately every two years. That’s great news for buy- ers, but can mean tight margins and an intense emphasis on research and development for market-makers. Data analytics has long played a part in this expedient growth, as re- searchers look to gain synergies in every step of the development and manufacturing process. So far, data has been most useful in the testing phase, but as technology ad

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