Data scientists revel in the interesting and rewarding challenge of observing exploring analyzing and interpreting this data getting started with data science means more than mastering analytic tools and techniques however the real magic happens when you begin to think like a data scientist this book will get you there. Think like a data scientist presents a step by step approach to data science combining analytic programming and business perspectives into easy to digest techniques and thought processes for solving real world data centric problems. Think like a data scientist or think of ge aviation selling thrust instead of jet engines or john deere selling farming optimization or florida light and power selling energy optimization these scores are critical components of our thinking like a data scientist process by supporting the decisions that we are trying to make . The difference between a good data scientist and a great data scientist is the ability to foresee what might go wrong and prepare for it conclusion data science still carries the aura of a new . At its best data science is a competition of hypotheses about how a business really works the logic of data science are the rules of the contest for the practicing data scientist simple rules like ockhams razor and bayesian reasoning are all you need to make high quality real world decisions
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