Tencent Data Scientist Coding & Algorithms Interview Questions

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Tencent

Medium

Data Scientist

Implement robust k-means with k-means++ initialization

Implement from scratch in Python (no scikit‑learn) a function kmeans(X, k, max_iter=300, tol=1e-4, random_state=0) that returns (centroids, labels). R...

Coding & Algorithms

Oct 13, 2025