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Hands-on data analysis with Pandas: efficiently perform data collection, wrangling, analysis, and visualization using Python/ Stefanie Molin.

Hands-on data analysis with Pandas: efficiently perform data collection, wrangling, analysis, and visualization using Python/ Stefanie Molin.

Molin Stefanie
URI: https://dspace.kpfu.ru/xmlui/handle/net/179776
Date: 2019

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.
 
Includes bibliographical references.
 

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