Hands-on data analysis with Pandas : efficiently perform data collection, wrangling, analysis, and visualization using Python /
This book will be a handy guide to quickly learn pandas and understand how it can empower you in the exciting world of data manipulation, analysis, and data science. You will learn how to use pandas to perform numeric and statistical analysis using real-world examples. You will also visualize statis...
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| Format: | Licensed eBooks |
| Language: | English |
| Published: |
Birmingham, UK :
Packt Publishing,
[2019]
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| Online Access: | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=2215604 |
| Summary: | This book will be a handy guide to quickly learn pandas and understand how it can empower you in the exciting world of data manipulation, analysis, and data science. You will learn how to use pandas to perform numeric and statistical analysis using real-world examples. You will also visualize statistical data and apply pandas to different domains. |
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| Item Description: | Table of ContentsIntroduction to Data AnalysisWorking with Pandas DataFramesData Wrangling with PandasAggregating Pandas DataFramesData Visualization with Pandas and MatplotlibPlotting with Seaborn and Customization TechniquesFinancial Analysis with Pandas: Bitcoin and the Stock MarketRule-based Anomaly Detection: Catching HackersGetting started with Machine Learning in PythonMaking Better Predictions: Optimizing ML ModelsML Anomaly Detection: Catching Hackers, Part 2The Road Ahead. |
| Physical Description: | 1 online resource |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9781789612806 1789612802 9781789615326 1789615321 |