Data Science Handbook Cady Field

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A comprehensive overview of data science covering the analytics, programming, and business skills necessary to master the disciplineFinding a good data scientist has been likened to hunting for a unicorn: the required combination of technical skills is simply very hard to find in… Celý popis ↓

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Popis Data Science Handbook Cady Field

Data Science Handbook Cady Field

A comprehensive overview of data science covering the analytics, programming, and business skills necessary to master the disciplineFinding a good data scientist has been likened to hunting for a unicorn: the required combination of technical skills is simply very hard to find in one person. This book provides a crash course in data science, combining all the necessary skills into a unified discipline.Unlike many analytics books, computer science and software engineering are given extensive coverage since they play such a central role in the daily work of a data scientist. In addition, good data science is not just rote application of trainable skill sets; it requires the ability to think flexibly about all these areas and understand the connections between them.

The author also describes classic machine learning algorithms, from their mathematical foundations

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