LEADER 00000cam a2200577 i 4500 
003    OCoLC 
005    20240129213017.0 
006    m     o  d         
007    cr unu|||||||| 
008    201104s2020    enka    ob    000 0 eng d 
019    1183904718|a1193134335 
020    1839218126 
020    9781839218125|q(electronic bk.) 
035    (OCoLC)1203113702|z(OCoLC)1183904718|z(OCoLC)1193134335 
037    CL0501000162|bSafari Books Online 
037    AB4324EA-A632-4C6D-82C0-E7EE2FB5CF33|bOverDrive, Inc.
       |nhttp://www.overdrive.com 
040    UMI|beng|erda|epn|cUMI|dEBLCP|dUKAHL|dOCLCO|dYDX|dOCLCF
       |dN$T|dDST|dOCLCQ|dOCLCO|dTEFOD|dOCLCQ|dOCLCO|dOCLCL 
049    INap 
082 04 005.133 
082 04 005.133 
099    eBook O'Reilly for Public Librairies 
100 1  Govindan, Gururajan,|eauthor. 
245 14 The data analysis workshop :|bsolve business problems with
       state-of-the-art data analysis models, developing expert 
       data analysis skills along the way /|cGururajan Govindan, 
       Shubhangi Hora, and Konstantin Palagachev.|h[O'Reilly 
       electronic resource] 
264  1 Birmingham, UK :|bPackt Publishing,|c2020. 
300    1 online resource (1 volume) :|billustrations 
336    text|btxt|2rdacontent 
337    computer|bc|2rdamedia 
338    online resource|bcr|2rdacarrier 
500    "Data science & artificial intelligence." 
504    Includes bibliographical references. 
520    Learn how to analyze data using Python models with the 
       help of real-world use cases and guidance from industry 
       experts Key Features Get to grips with data analysis by 
       studying use cases from different fields Develop your 
       critical thinking skills by following tried-and-true data 
       analysis Learn how to use conclusions from data analyses 
       to make better business decisions Book Description 
       Businesses today operate online and generate data almost 
       continuously. While not all data in its raw form may seem 
       useful, if processed and analyzed correctly, it can 
       provide you with valuable hidden insights. The Data 
       Analysis Workshop will help you learn how to discover 
       these hidden patterns in your data, to analyze them, and 
       leverage the results to help transform your business. The 
       book begins by taking you through the use case of a bike 
       rental shop. You'll be shown how to correlate data, plot 
       histograms, and analyze temporal features. As you progress,
       you'll learn how to plot data for a hydraulic system using
       the Seaborn and Matplotlib libraries, and explore a 
       variety of use cases that show you how to join and merge 
       databases, prepare data for analysis, and handle 
       imbalanced data. By the end of the book, you'll have 
       learned different data analysis techniques, including 
       hypothesis testing, correlation, and null-value imputation,
       and will have become a confident data analyst. What you 
       will learn Get to grips with the fundamental concepts and 
       conventions of data analysis Understand how different 
       algorithms help you to analyze the data effectively 
       Determine the variation between groups of data using 
       hypothesis testing Visualize your data correctly using 
       appropriate plotting points Use correlation techniques to 
       uncover the relationship between variables Find hidden 
       patterns in data using advanced techniques and strategies 
       Who this book is for The Data Analysis Workshop is for 
       programmers who already know how to code in Python and 
       want to use it to perform data analysis. If you are 
       looking to gain practical experience in data science with 
       Python, this book is for you. 
588 0  Online resource; title from cover (Safari, viewed October 
       29, 2020). 
590    O'Reilly|bO'Reilly Online Learning: Academic/Public 
       Library Edition 
650  0 Python (Computer program language) 
650  0 Electronic data processing|xManagement. 
650  0 Information visualization. 
650  6 Python (Langage de programmation) 
650  6 Visualisation de l'information. 
650  7 Electronic data processing|xManagement|2fast 
650  7 Information visualization|2fast 
650  7 Python (Computer program language)|2fast 
700 1  Hora, Shubhangi,|eauthor. 
700 1  Palagachev, Konstantin,|eauthor. 
776 08 |iPrint version:|aGovindan, Gururajan.|tData Analysis 
       Workshop : Solve Business Problems with State-Of-the-art 
       Data Analysis Models, Developing Expert Data Analysis 
       Skills along the Way.|dBirmingham : Packt Publishing, 
       Limited, ©2020 
856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https://
       learning.oreilly.com/library/view/~/9781839211386/?ar
       |zAvailable on O'Reilly for Public Libraries 
938    Askews and Holts Library Services|bASKH|nAH37507388 
938    ProQuest Ebook Central|bEBLB|nEBL6308733 
938    EBSCOhost|bEBSC|n2562949 
938    YBP Library Services|bYANK|n301432091 
994    92|bJFN