Packt Publishing, 2017. — 585 p. — ISBN: 978-1-78728-134-9. A practical guide to implementing your enterprise data lake using Lambda Architecture as the base The term "Data Lake" has recently emerged as a prominent term in the big data industry. Data scientists can make use of it in deriving meaningful insights that can be used by businesses to redefine or transform the way...
Wiley, 2019. — 247 p. — ISBN: 1119526817. Data Science Using Python and R will get you plugged into the world’s two most widespread open-source platforms for data science: Python and R. Data science is hot. Bloomberg called data scientist “the hottest job in America.” Python and R are the top two open-source data science tools in the world. In Data Science Using Python and R,...
Manning Publications, 2016. — 458 p. — ISBN: 978-1617292330. Data accumulated about customers, products, and website users can not only help interpret the past, it can help predict the future! Probabilistic programming is a programming paradigm in which code models are used to draw probabilistic inferences from data. By applying specialized algorithms, programs assign degrees...
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