Molin, Stefanie. Hands-on data analysis with Pandas: efficiently perform data collection, wrangling, analysis, and visualization using Python / Stefanie Molin. — 1 online resource. — 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. — <URL:http://elib.fa.ru/ebsco/2215604.pdf>.
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