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Confident Data Science de Adam Ross Nelson

Confident Data Science: Confident Series

Autor Adam Ross Nelson
en Limba Engleză Paperback – 3 sep 2023
Discover the fundamentals of data science and develop the skills you need for achieving success in this important sector.
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Specificații

ISBN-13: 9781398612327
ISBN-10: 1398612324
Pagini: 408
Dimensiuni: 140 x 216 x 22 mm
Greutate: 0.51 kg
Editura: Kogan Page
Seria Confident Series

Cuprins

Section - SECTION ONE: Getting oriented; Chapter - 01: The untold history of data science; Chapter - 02: Genres and flavours of analysis; Chapter - 03: Data culture and the data science process; Section - SECTION TWO: Getting going; Chapter - 04: Data science examples in production; Chapter - 05: A weekend crash course; Section - SECTION THREE: Data science for clients; Chapter - 06: The client, the project and the data; Chapter - 07: Topic analysis; Chapter - 08: Regression; Chapter - 09: Classification; Chapter - 10: Sentiment analysis; Section - SECTION FOUR: Tools of the trade; Chapter - 11: Data sources; Chapter - 12: Data visualization; Chapter - 13: Python + R; Chapter - 14: Retrospective / prospective