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LEADER 00000cam a2200289 a 4500 
001    u46122 
003    SIRSI 
008    181007s2016    xxua          001 0 eng d 
020    9781633430037 
020    1633430030 
050 00 QA76.9.D343 |bC4723 2016 
100 1  Cielen, Davy 
245 10 Introducing data science :|bbig data, machine learning, 
       and more, using Python tools /|cDavy Cielen, Arno D. B. 
       Meysman, Mohamed Ali. 
260    Shelter Island, NY :|bManning Publications,|c2016 
300    xx,300 p :|bill ;|c24 cm. 
500    Includes index. 
505  0 Data science in a big data world -- The data science 
       process -- Machine learning -- Handling large data on a 
       single computer -- First steps in big data -- Join the 
       NoSQL movement -- The rise of graph databases -- Text 
       mining and text analytics -- Data visualization to the end
       user. 
520    "Introducing Data Science explains vital data science 
       concepts and teaches you how to accomplish the fundamental
       tasks that occupy data scientists. You'll explore data 
       visualization, graph databases, the use of NoSQL, and the 
       data science process. You'll use the Python language and 
       common Python libraries as you experience firsthand the 
       challenges of dealing with data at scale. Discover how 
       Python allows you to gain insights from data sets so big 
       that they need to be stored on multiple machines, or from 
       data moving so quickly that no single machine can handle 
       it. This book gives you hands-on experience with the most 
       popular Python data science libraries, Scikit-learn and 
       StatsModels"--Back cover 
650  0 Data mining 
650  0 Big data 
650  0 Machine learning 
650  0 Python (Computer program language) 
700 1  Meysman, Arno 
700 1  Ali, Mohamed,|d1981