ML Coding Interview: Math + Coding + Research Brainstorm (Notebook-based)

60-min ML Coding Interview (recoverable from the prompt) You will work in an online notebook (requires a Google account). The interview includes: Math + coding tasks related to machine learning. An open-ended discussion/brainstorm about research ideas. Note: Basic NumPy familiarity is helpful but not required. Expected skills Write runnable code in a notebook environment (typically Python). Implement small numerical/ML-related tasks based on the prompt. Tests & constraints The post does not include concrete I/O, dataset size, or exact tasks, so it cannot be reconstructed into a fully specified coding problem.