Technical requirementGetting started with NumPyCreating arraysAccessing arraysIndexing and slicingFancy indexingBroadcastingMathematical operationsCalculating the normRewriting the particle simulator in NumPyReaching optimal performance with numexprWorking with database-style data with pandaspandas fundamentalsIndexing Series and DataFrame objectsDatabase-style operations with pandasMappingGrouping, aggregations, and transformsJoiningHigh-performance labeled data with xarrayAnalyzing concentrationThe xarray libraryImproved performancePlotting with xarraySummaryQuestionsFurther reading