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Can you differentiate between bias and variance in machine learning?

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Behavioral
  • Can you differentiate between bias and variance in machine learning?
  • How do you explain the distinction between bias and variance in machine learning?
  • What is the difference between bias and variance and how does it affect machine learning outcomes?
  • How do bias and variance differ from each other, and what consequences do they have for machine learning?
  • In machine learning, what is the contrast between bias and variance?
  • Could you discuss the disparity between bias and variance in machine learning?
  • What do you understand by bias and variance in machine learning, and how are they dissimilar?
  • Distinguishin between bias and variance and describing how they affect machine learning?
  • Can you describe the discrepancy between bias and variance and their roles in machine learning?
  • Explain the difference between bias and variance in machine learning.

Interview question asked to Machine Learning Engineers interviewing at Waymo, EPAM Systems, Credit Karma and others: Can you differentiate between bias and variance in machine learning?.