ML Basics Check: Bayes' Rule, Forward-Pass Arithmetic, KNN and Transformer Concepts
Company: Netflix
Role: Machine Learning Engineer
Category: Machine Learning
Difficulty: easy
Interview Round: Online Assessment
Overview: A set of basic machine learning checks: a Bayes' rule posterior with a low base rate, forward-pass and parameter-count arithmetic for small neural networks, and true-or-false concept checks on k-nearest neighbors and Transformer attention. It tests quick, accurate reasoning on core ML fundamentals.
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