What are ways to counter overfitting?
Machine Learning Interviews
Machine Learning Interview Questions
"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
8,212 machine learning interview questions shared by candidates
Standard coding, ML design, behavioral question. Cannot share specifics due to NDA.
Why do you interest in this position? What's your career goal?
Design a friend suggestion system on Facebook.
* 2 leetcode style whiteboard interviews: detecting distance from origin, and interval tree algorithm for time interval calculations
Basic ML questions. The long coding question is a Data science problem
They asked general leetcode question plus questions on how to set up a problem for machine learning
Make sure you answer a in a metric driven way. Every behavioral had a subtle "How did you move the needle" even if the interviewer tried not saying it.
Why do you wanna work at Meta?
subarray sum equals to k
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