The 9 Pitfalls of Data Science (Hardcover)

Data science has never had more influence on the world. Large companies are now seeing the benefit of employing data scientists to interpret the vast amounts of data that now exists. However, the field is so new and is evolving so rapidly that the analysis produced can be haphazard at best. The 9 Pitfalls of Data Science shows us real-world examples of what can go wrong. Written to be an entertaining read, this invaluable guide investigates the all too common mistakes of data scientists - who can be plagued by lazy thinking, whims, hunches, and prejudices - and indicates how they have been at the root of many disasters, including the Great Recession. Gary Smith and Jay Cordes emphasise how scientific rigor and critical thinking skills are indispensable in this age of Big Data, as machines often find meaningless patterns that can lead to dangerous false conclusions. The 9 Pitfalls of Data Science is loaded with entertaining tales of both successful and misguided approaches to interpreting data, both grand successes and epic failures. These cautionary tales will not only help data scientists be more effective, but also help the public distinguish between good and bad data science.

General

Imprint:	Oxford UniversityPress
Country of origin:	United Kingdom
Release date:	June 2019
Authors:	Gary Smith (Fletcher Jones Professor of Economics) • Jay Cordes (Data Scientist)
Dimensions:	204 x 138 x 19mm (L x W x T)
Format:	Hardcover
Pages:	272
ISBN-13:	978-0-19-884439-6
Categories:	Books > Reference & Interdisciplinary > Communication studies > Data analysis Books > Science & Mathematics > Science: general issues > Impact of science & technology on society Books > Science & Mathematics > Science: general issues > Popular science Books > Computing & IT > General theory of computing > Mathematical theory of computation Books > Science & Mathematics > Mathematics > Applied mathematics > Mathematics for scientists & engineers Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	0-19-884439-5
Barcode:	9780198844396

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