Collaboration of humans and machines

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Automation tools like machine learning are a necessity in our big data world. Thanks to the Internet and advancements in all facets of computer and storage technology, almost everyone has a voice in the Internet connected world. However, there are still very real physical limits in our physical world. This dichotomy-the seemingly limitless nature of technology enabled data colliding with the physical limits of the real world-has made automation tools a necessity, and predictive models powered by machine learning algorithms are one such tool.