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Practical Statistics For Data Scientists


Author by : Peter Bruce
Languange Used : en
Release Date : 2017-05-10
Publisher by : "O'Reilly Media, Inc."

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Description : Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data scienc...



Data Science From Scratch


Author by : Joel Grus
Languange Used : en
Release Date : 2015-04-14
Publisher by : "O'Reilly Media, Inc."

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Description : Data science libraries, frameworks, modules, and toolkits are great for doing data science, but they’re also a good way to dive into the discipline without actually understanding data science. In th...



Doing Data Science


Author by : Cathy O'Neil
Languange Used : en
Release Date : 2013-10-09
Publisher by : "O'Reilly Media, Inc."

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Description : Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, ...



Statistics For Machine Learning


Author by : Pratap Dangeti
Languange Used : en
Release Date : 2017-07-21
Publisher by : Packt Publishing Ltd

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Description : Build Machine Learning models with a sound statistical understanding. About This Book Learn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics. Implement sta...