---
license: cc-by-4.0
language:
- en
task_categories:
- text-generation
tags:
- code
- machine-learning
- numpy
- interview
pretty_name: ML coding interview problems
size_categories:
- n<1K
---

# ML coding interview problems

40 problems of the kind set in the implementation round of ML and quant interviews: softmax that doesn't overflow, a backward pass,
attention, AUC with ties. Each row has a Python starter and a test table, so it also works as a small code-generation benchmark.
Every problem's page: https://geodesicpartners.co.uk/machine-learning-coding