ML Knowledge

What sort of problems have you faced with supervised machine learning? How would you overcome them?

Data Scientist

Shopify

Uber

Waymo

Zulily

Twilio

Amadeus

Did you come across this question in an interview?


Your answer

Try Free AI Interview

Google logo

Google

Product Manager

Prepare for success with realistic, role-specific interview simulations.

Product Strategy
Meta logo

Meta

Product Manager

Prepare for success with realistic, role-specific interview simulations.

Product Sense
Meta logo

Meta

Engineering Manager

Prepare for success with realistic, role-specific interview simulations.

System Design
Amazon logo

Amazon

Data Scientist

Prepare for success with realistic, role-specific interview simulations.

Behavioral
  • What sort of problems have you faced with supervised machine learning? How would you overcome them?
  • Can you tell us about any issues that arose while using supervised machine learning techniques and how they were resolved?
  • Has supervised machine learning ever been problematic for you and if so, how did you address those challenges?
  • What sort of impediments have you faced while experimenting with supervised machine learning and how did you manage to conquer them?
  • Describe any hurdles you have overcome while working with supervised machine learning, and how did you overcome them?
  • Have you ever had any difficulties while working with supervised machine learning models, and if so, what measures did you take in order to tackle them?
  • Could you share examples of any obstacles you've faced while implementing supervised machine learning and how you've been able to solve them?
  • Tell us about any problems that arose while using supervised machine learning algorithms and how you approached solving them.
  • Have you ever experienced difficulty when employing supervised machine learning methods and, if so, how did you go about resolving those issues?
  • Describe any difficulties encountered while working on supervised machine learning models and suggest remedies.

Interview question asked to Data Scientists interviewing at Shopify, Twilio, SeatGeek and others: What sort of problems have you faced with supervised machine learning? How would you overcome them?.