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Data Scientist: The Definitive Guide to Becoming a Data Scientist by Zacharias Voulgaris PhD

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Appendix 3 Offline Resources

Resource Title

Tags

Description

Hal Daumé III, A Course in Machine Learning (2012)

machine learning, ebook

Decent overview of the various machine learning techniques targeted at beginners in the field. Still in draft format.

Mohammed J. Zaki and Wagner Meira Jr., Data Mining and Analysis: Fundamental Concepts and Algorithms (2013)

data analysis, ebook

Very good book on data analysis, focusing on data mining methods. Still in draft format.

Jeffrey Stanton, An Introduction to Data Science (2013)

R, ebook

Contrary to what the title suggests, this is a book about R ...

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