First Interview:
The first in-person or virtual interview may involve either a one-on-one or panel interview with a recruiter, HR representative, or hiring manager. This interview often focuses on the candidate's professional background, skills, and cultural fit.
Technical or Skill Assessment:
Depending on the nature of the job, candidates may be required to complete technical assessments, skills tests, or assignments to demonstrate their capabilities.
Interview questions [1]
Question 1
Explain the Bias-Variance Tradeoff. How does it impact model performance?
What is overfitting, and how do you prevent it in a machine learning model?
Can you describe the difference between supervised and unsupervised learning? Provide examples of each.
What is the curse of dimensionality, and how does it affect machine learning models?