| 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 | |