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Data scientist is one of the most exciting and well-compensated job profiles in the world. However, an aspiring data scientist needs to demonstrate a highly sought but difficult-to-prove combination of skills: statistics, programming, data engineering, multiple technologies, domain expertise, and storytelling. As data scientist credentials begin to emerge, completing a real-life, hands-on challenge with live data and using the tools and techniques favored by experts has become the benchmark for validating true hireability.

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