How To Replace Your Python For Loops with Map, Filter, and Reduce

Abstraction: Python functional alternatives to for loops using map filter reduce

Key points:

• Three functional techniques — map, filter, reduce — replace 95% of for-loop use cases and communicate intent more clearly than imperative loops
• map: applies a sequence of operations to each element; filter: selects elements matching a criterion; reduce: collapses a dataset to a single value
• Python syntax for these differs slightly from JavaScript implementations
• Article provides examples converting common for-loop patterns to functional equivalents

Connections: Functional Programming · Python Programming

Source: https://medium.com/better-programming/how-to-replace-your-python-for-loops-with-map-filter-and-reduce-c1b5fa96f43a