List out some optimization algorithms you're aware of. How do you handle a million variables in optimization? How does simplex works?

Data Scientist

Adyen

Intel

Walmart

Teradata

Pinterest

Wish

  • Can you identify several optimization algorithms you have come across in your experience? How do you approach optimization when faced with a dataset containing a million variables? How is the simplex method applied to find solutions to optimization problems?
  • Can you mention a selection of optimization algorithms you're versed in? How would you go about optimizing a scenario with an extremely large variable set, say a million? How does the simplex method facilitate solving linear optimization problems?
  • Can you name a few optimization algorithms you are familiar with? What's your approach to managing a high-dimensional space with a million variables in optimization? Can you explain the simplex method used in optimization problems?
  • Could you enumerate some optimization algorithms that you know? What techniques would you employ to handle an optimization problem with a large number of variables? How does the simplex algorithm operate in solving optimization tasks?
  • List out some optimization algorithms you're aware of. How do you handle a million variables in optimization? How does simplex works?
  • What are some of the optimization techniques you’ve worked with or studied? What is your methodology for optimizing a function that includes a million variables? Can you describe the procedural steps of the simplex method used for optimization?
  • What are the optimization algorithms that you have knowledge of? What are your tactics for optimizing a model that has a million variables? What’s the mechanism of the simplex technique in the context of optimization?
  • What optimization algorithms can you list from your repertoire? How would you tackle the challenge of optimizing a problem with a million variables? What is the principle behind the simplex algorithm in optimization?
  • What optimization methods are you aware of and comfortable discussing? How do you optimize in a situation where there are a million variables involved? How does simplex navigate through the potential solutions in an optimization problem?
  • Which optimization algorithms are you acquainted with? Can you discuss strategies for dealing with an optimization task that involves a million variables? Could you walk me through the workings of the simplex method in optimization?
  • Which optimization strategies are within your realm of expertise? What are the best practices for handling optimization problems with a vast number of variables? What does the simplex method entail when addressing optimization challenges?

Interview question asked to Data Scientists interviewing at Amgen, Bloomberg, Intel and others: List out some optimization algorithms you're aware of. How do you handle a million variables in optimization? How does simplex works?.