~/talk

Pythonic `functional` (`iter`)tools for your data challenges

Talkat PyCon US 2023 · 2023-04-19..04-27· [python, machine-learning]
slides:none on file

Covers using Python’s functional-programming tools—itertools, functools, and map-reduce patterns—to solve data filtering and processing tasks. Explains pure functions (and why mutable parameters are problematic) and demonstrates functional-style solutions applied to Advent of Code puzzles.

AI-written summary · about

  1. 0:00Start
  2. 8:00filter
  3. 12:53Functional built-ins
  4. 16:55Warmup
  5. 19:41Reduce at its best
  6. 21:47Moving on an infinite 2d Grid
  7. 28:03The key_fn is the key
  8. 31:19Neural Networks as High-Order Functions
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