Manas A. Pathak

eBook, PDF

Beginning Data Science with R (eBook, PDF)

Beschreibung

"Data Science with R" deals with implementing many useful data analysis methodologies with the R programming language. The target audience for this book is non-R programmers and non-statisticians. The book will cover all the necessary concepts from the basics to state-of-the-art technologies like working with big data. The author attempts to strike a balance between the "how": specific processes and methodologies, while also talking about the "why": giving an intuition behind how a particular technique works, so that the reader can apply the generalized solution to the problem at hand.

Technische Details

• Geräte: PC
• ohne Kopierschutz
• Größe: 3.99MB

Autor

Dr. Manas A. Pathak received a BTech degree in computer science from Visvesvaraya National Institute of Technology, Nagpur, India, in 2006, and MS and PhD degrees from the Language Technologies Institute at Carnegie Mellon University (CMU) in 2009 and 2012 respectively. His PhD thesis on "Privacy-Preserving Machine Learning for Speech Processing" was published as a monograph in the Springer best thesis series. His research received significant press coverage, including articles in the Economist and MIT Tech Review. He has many years of experience with data analysis using the R programming language. He is currently working as a staff software engineer at @WalmartLabs.

Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 157
• Erscheinungstermin: 8. Dezember 2014
• Englisch
• ISBN-13: 9783319120669
• Artikelnr.: 43792538