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Interview Questions

Review this list of 4,477 interview questions and answers verified by hiring managers and candidates.
  • Capital One logoAsked at Capital One 
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    Machine Learning Engineer
    Machine Learning
  • Anthropic logoAsked at Anthropic 
    2 answers

    "Follow news and resources via conferences or top companies' blogs, such as NeurIPS 2023 or Google Research Blog to get updates about the machine learning landscape. Research the papers on the new technology or approach that was mentioned or introduced via the subscribed sources, such as listed above. Following media channels, podcasts, or influencers on social media who were recently active in the industry to catch up with the trending and valuable insights, research, thoughts... Scan Github"

    Ban N. - "Follow news and resources via conferences or top companies' blogs, such as NeurIPS 2023 or Google Research Blog to get updates about the machine learning landscape. Research the papers on the new technology or approach that was mentioned or introduced via the subscribed sources, such as listed above. Following media channels, podcasts, or influencers on social media who were recently active in the industry to catch up with the trending and valuable insights, research, thoughts... Scan Github"See full answer

    Machine Learning Engineer
    Behavioral
    +1 more
  • Capital One logoAsked at Capital One 
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    Machine Learning Engineer
    System Design
  • Capital One logoAsked at Capital One 
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    Machine Learning Engineer
    Analytical
  • Capital One logoAsked at Capital One 
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    Machine Learning Engineer
    Technical
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  • Capital One logoAsked at Capital One 
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    Machine Learning Engineer
    System Design
  • LinkedIn logoAsked at LinkedIn 
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    Machine Learning Engineer
    Coding
    +1 more
  • LinkedIn logoAsked at LinkedIn 
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    Machine Learning Engineer
    System Design
  • Amazon logoAsked at Amazon 
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    Machine Learning Engineer
    Behavioral
    +1 more
  • Machine Learning Engineer
    Concept
  • LinkedIn logoAsked at LinkedIn 
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    Machine Learning Engineer
    Data Structures & Algorithms
    +1 more
  • LinkedIn logoAsked at LinkedIn 
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    Machine Learning Engineer
    Analytical
  • LinkedIn logoAsked at LinkedIn 
    1 answer

    " First, sort the array in ascending order. This ensures that we can easily check the triangle inequality condition. Use a loop to iterate through the array. For each triplet of consecutive elements, check if they satisfy the triangle inequality condition a+b>ca+b>c. As soon as you find a valid tuple, return it. If no valid tuple is found, return null. This approach is efficient with a time complexity of O(nlog⁡n)O(nlogn) due to the sorting step, followed by a linear scan of the array"

    Shivam P. - " First, sort the array in ascending order. This ensures that we can easily check the triangle inequality condition. Use a loop to iterate through the array. For each triplet of consecutive elements, check if they satisfy the triangle inequality condition a+b>ca+b>c. As soon as you find a valid tuple, return it. If no valid tuple is found, return null. This approach is efficient with a time complexity of O(nlog⁡n)O(nlogn) due to the sorting step, followed by a linear scan of the array"See full answer

    Machine Learning Engineer
    Data Structures & Algorithms
    +1 more
  • LinkedIn logoAsked at LinkedIn 
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    Machine Learning Engineer
    Concept
  • Goldman Sachs logoAsked at Goldman Sachs 
    4 answers
    Video answer for 'Explain Bayes' theorem.'
    +1

    "Is it bad to get the answer a different way? Will they mark that as not knowing Bayes Theorem or just correct as it is an easier way to get the answer? The way I went is to look at what happens when the factory makes 100 light bulbs. Machine A makes 60 of which 3 are faulty, Machine B makes 40 of which 1.2 are faulty. Therefore the pool of faulty lightbulbs is 3/4.2 = 5/7 from machine A and 1.2/4.2 = 3/7 from Machine B."

    Will I. - "Is it bad to get the answer a different way? Will they mark that as not knowing Bayes Theorem or just correct as it is an easier way to get the answer? The way I went is to look at what happens when the factory makes 100 light bulbs. Machine A makes 60 of which 3 are faulty, Machine B makes 40 of which 1.2 are faulty. Therefore the pool of faulty lightbulbs is 3/4.2 = 5/7 from machine A and 1.2/4.2 = 3/7 from Machine B."See full answer

    Data Scientist
    Concept
    +2 more
  • Notion logoAsked at Notion 
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    Software Engineer
    System Design
  • Meta logoAsked at Meta 
    2 answers

    "Here's my structure: Align with interviewer on understanding of the product and state key assumptions Product rationale What is the product (1-2 sentences)? Why does it exist? How does it fulfill Meta's mission? Who are the key stakeholders and users of the product? Business goal: Key Users and value User type User flow (high level) Intersection of value North Star Metric Supporting metrics for different user types Counter-metrics"

    Anonymous Bird - "Here's my structure: Align with interviewer on understanding of the product and state key assumptions Product rationale What is the product (1-2 sentences)? Why does it exist? How does it fulfill Meta's mission? Who are the key stakeholders and users of the product? Business goal: Key Users and value User type User flow (high level) Intersection of value North Star Metric Supporting metrics for different user types Counter-metrics"See full answer

    Product Manager
    Analytical
  • "Clarifying questions I asked? Are we trying to track any specific type of metric ? Like a Business Metric, Engagement Metric ? No. In general as a admin of a city at Uber what would you track ? Okay. (After collecting thoughts) Revenue from rides per day No of rides per day in the city % of drivers completing more than 10 rides/day, 5 rides/day, 1+ ride/day."

    Mehul K. - "Clarifying questions I asked? Are we trying to track any specific type of metric ? Like a Business Metric, Engagement Metric ? No. In general as a admin of a city at Uber what would you track ? Okay. (After collecting thoughts) Revenue from rides per day No of rides per day in the city % of drivers completing more than 10 rides/day, 5 rides/day, 1+ ride/day."See full answer

    Product Manager
    Technical
  • " are we considering ride sharing app or also Uber Eats? If we are considering Ride sharing app Uber is successful when a Customer is safely dropped at its selected destination and Uber driver is paid for the drive. For Uber to be successful in a new city we want to track Number of completed rides per day/week Number of customers who came back to the app for another ride after first one was completed. Number of active drivers per day. Number of drivers completing at least 1 ride"

    Sanjana G. - " are we considering ride sharing app or also Uber Eats? If we are considering Ride sharing app Uber is successful when a Customer is safely dropped at its selected destination and Uber driver is paid for the drive. For Uber to be successful in a new city we want to track Number of completed rides per day/week Number of customers who came back to the app for another ride after first one was completed. Number of active drivers per day. Number of drivers completing at least 1 ride"See full answer

    Product Manager
  • "i failed to answer, did not know"

    Erjan G. - "i failed to answer, did not know"See full answer

    Data Engineer
    Technical
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