ml coding Interview Questions

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Tesla
Waymo
Nvidia

Tesla ML Coding Interview: 2D Conv Layer Forward in NumPy

Implement a 2D convolution forward pass in NumPy for channel-first inputs. Learn shape math, padding/stride handling, tests, and optimization tips. Try it now.

Machine Learning Engineer, ML EngineerEntry Level
ml coding
Google
YouTube

Top-k Video Similarity Search - Google ML Coding Interview

Top-k videos by multiplicative path similarity on a weighted directed graph. Also covers adapting to sharded/remote adjacency with API constraints. Includes tips.

Machine Learning Engineer, ML EngineerMid Level
ml coding
Visa
Mastercard
American Express

Visa ML Coding Question: Linear Regression Implementation

Implement linear regression with gradient descent (MSE) for Visa ML interviews. Return params (incl. bias) and per-epoch loss history; see tips and expected outputs.

Machine Learning Engineer, Data ScientistEntry Level

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