Understanding Python Map Reduce Libraries

Let us go through Map Reduce libraries that are available as part of Python to manipulate collections.

  • Filtering Data using filter

  • Projecting Data using map

  • Row level transformations using map

  • Aggregations using reduce

  • Overview of itertools

  • Using groupby

  • Limitations of Map Reduce Libraries

Exercises - Custom Map Reduce Functions Preparing Data Sets