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NumPy & Pandas
10 short modules. Each one: a simple lesson, two quick games and a 8-question quiz for its own free certificate. Finish them all, then take the full NumPy & Pandas certificate.
0 of 10 module certificates
- NumPy arraysNumPy gives fast arrays for numerical computing in Python.0/4
- NumPy operationsIndex, slice and calculate with arrays.0/4
- Pandas Series and DataFramesPandas gives labelled tables for data analysis.0/4
- Selecting and filtering dataPick the rows and columns you need.0/4
- Cleaning dataHandle missing values, duplicates and wrong types.0/4
- Transforming dataCreate columns, apply functions and sort.0/4
- Grouping and aggregationSummarise data by categories.0/4
- Merging and reshapingCombine tables and change their shape.0/4
- Time series and datesWork with dates, times and time-based data.0/4
- Performance and real analysisHandle bigger data and complete an analysis project.0/4
🏆 Full NumPy & Pandas certificate
20 questions from basic to advanced, 60% to pass. Best taken after the modules.