Foundation Of Data Science Pdf Data Science Data

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Data Science Pdf Data science is a field of study that deals with extracting meaningful insights from data. it combines techniques from statistics, computer science, and domain knowledge to collect, process, analyze, and interpret both structured and unstructured data. It aims to serve as a graduate level textbook on the statistical foundations of data science as well as a research monograph on sparsity, covariance learning, machine learning and statistical inference. This book provides an introduction to the mathematical and algorithmic founda tions of data science, including machine learning, high dimensional geometry, and analysis of large networks. Pdf | on sep 11, 2023, kumar santosh and others published data science: foundation & fundamentals | find, read and cite all the research you need on researchgate. Our aim in this book is to present the reader with the mathematical foundations to deal with high dimensional data. there are two important parts of this foundation.

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Data Science Pdf