ML Knowledge

How do linear regression and logistic regression diverge in their applications?

Machine Learning Engineer

Amazon

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  • How do linear regression and logistic regression diverge in their applications?
  • Can you compare and contrast linear regression with logistic regression?
  • What distinguishes linear regression from logistic regression in statistical modeling?
  • In what ways are linear and logistic regression fundamentally different?
  • What are the key differences between linear regression and logistic regression techniques?
  • How would you explain the difference between linear and logistic regression to a novice?
  • What separates linear regression and logistic regression in terms of output and usage?
  • Can you articulate the differences between linear regression and logistic regression in predictive modeling?
  • What is the principal distinction between the methodologies of linear and logistic regression?
  • What's the difference between linear and logistic regression?

Interview question asked to Machine Learning Engineers interviewing at Salesforce, Figma, Roofstock and others: How do linear regression and logistic regression diverge in their applications?.