LEADER 00000cam a22004097i 4500 003 OCoLC 005 20240129213017.0 006 m o d 007 cr cnu|||unuuu 008 230919s2023 caua ob 001 0 eng d 035 (OCoLC)1398231078 037 9781098112998|bO'Reilly Media 040 ORMDA|beng|erda|epn|cORMDA|dOCLCA|dUKAHL 049 INap 082 04 004 082 04 004|223/eng/20230919 099 eBook O'Reilly for Public Libraries 100 1 Lau, Sam,|eauthor. 245 10 Learning data science :|bdata wrangling, exploration, visualization, and modeling with Python /|cSam Lau, Joseph Gonzalez, and Deborah Nolan.|h[O'Reilly electronic resource] 250 First edition. 264 1 Sebastopol, CA :|bO'Reilly Media, Inc.,|c2023. 300 1 online resource (594 pages) :|billustrations 336 text|btxt|2rdacontent 337 computer|bc|2rdamedia 338 online resource|bcr|2rdacarrier 504 Includes bibliographical references and index. 520 As an aspiring data scientist, you appreciate why organizations rely on data for important decisions-whether it's for companies designing websites, cities deciding how to improve services, or scientists discovering how to stop the spread of disease. And you want the skills required to distill a messy pile of data into actionable insights. We call this the data science lifecycle: the process of collecting, wrangling, analyzing, and drawing conclusions from data. Learning Data Science is the first book to cover foundational skills in both programming and statistics that encompass this entire lifecycle. It's aimed at those who wish to become data scientists or who already work with data scientists, and at data analysts who wish to cross the "technical/nontechnical" divide. If you have a basic knowledge of Python programming, you'll learn how to work with data using industry-standard tools like pandas. 590 O'Reilly|bO'Reilly Online Learning: Academic/Public Library Edition 650 0 Information technology. 650 0 Information retrieval. 650 0 Databases. 650 0 Data mining. 700 1 Gonzalez, Joseph,|eauthor. 700 1 Nolan, Deborah Ann,|d1955-|eauthor. 856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https:// learning.oreilly.com/library/view/~/9781098112998/?ar |zAvailable on O'Reilly for Public Libraries 938 Askews and Holts Library Services|bASKH|nAH41724634 994 92|bJFN