Understanding data analysisThe standard process of data analysisThe KDD processSEMMA CRISP-DMComparing data analysis and data scienceThe roles of data analysts and data scientistsThe skillsets of data analysts and data scientistsInstalling Python 3Python installation and setup on WindowsPython installation and setup on LinuxPython installation and setup on Mac OS X with a GUI installerPython installation and setup on Mac OS X with brewSoftware used in this bookUsing IPython as a shellReading manual pagesWhere to find help and references to Python data analysis librariesUsing JupyterLabUsing Jupyter NotebooksAdvanced features of Jupyter NotebooksKeyboard shortcutsInstalling other kernelsRunning shell commandsExtensions for NotebookSummary