Data Science for Dummies
Pierson, Lillian
ISBN 10: 1119327636 ISBN 13: 9781119327639
Editore: For Dummies, 2017
Usato
Paperback
Da
ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
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Descrizione:
Former library book; Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less. Codice articolo G1119327636I3N10
Riassunto:
Data Science For Dummies 2nd Edition begins by explaining large data sets and data formats, including sample Python code for manipulating data. The book explains how to work with relational databases and unstructured data, including NoSQL. The book then moves into preparing data for analysis by cleaning it up or "munging" it. From there the book explains data visualization techniques and types of data sets. Part II of the book is all about supervised machine learning, including regression techniques and model validation techniques. Part III explains unsupervised machine learning, including clustering and recommendation engines. Part IV overviews big data processing, including MapReduce, Hadoop, Dremel, Storm, and Spark. The book finishes up with real world applications of data science and how data science fits into organizations.
Informazioni sull'autore:
Lillian Pierson, P.E. is a data scientist, professional environmental engineer, and leading data science consultant to global leaders in IT, major governmental and non-governmental entities, prestigious media corporations, and not-for-profit technology groups.
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Dati bibliografici
Titolo: Data Science for Dummies
Casa editrice: For Dummies
Data di pubblicazione: 2017
Legatura: Paperback
Condizione: Good
Condizione sovraccoperta: No Jacket
Edizione: seconda edizione