Python's map and filter functions

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How do Python's built-in map and filter functions work? And should you use them or should you use list comprehensions or generator expressions instead?

00:00 The map function transforms each item
00:38 The filter function filters items down
01:25 Map and filter are equivalent to writing a generator expression
02:24 Nested map and filter calls vs generator expressions
04:12 Summary