Python and PySpark for Big Data
Exercises
One page per exercise. Where a guide has hints, a check for your output and a solution, they sit behind a click. Try a step first.
Before you start
Block 1 : Python and a First Look at Spark
- 1Modules and PackagesGuide
- 2Type HintingGuide
- 3FunctionsHints and solutions
- 4ClassesHints and solutions
- 5Python GeneratorsHints and solutions
- 6DecoratorsHints and solutions
- 8NumPyHints and solutions
- 9PandasHints and solutions
- 10Python Database AccessHints and solutions
- 11PySpark IntroHints and solutions
- 12PySpark OperationHints and solutions
Block 1 appendices : self-study
- A1Advanced ClassesGuide
- A2Data Classes and Pattern MatchingHints and solutions
- A3ComprehensionsHints and solutions
- A4ConcurrencyHints and solutions