I was asked my understanding of the home feed system of Pinterest
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."
8,197 machine learning interview questions shared by candidates
resume based basic ML quiries
Runtime complexity of naive matrix multiplications, name a sorted data structure that remains sorted when adding data.
String based search problem. (Easy difficulty on leetcode, direct)
Predict whether a customer will buy a book with features on customers and books.
They questioned me about my educational background, being in mechanical engineering, not computer science.
Leetcode Questions How would you design a recommendation system at Pinterest?
Explain your research in your Ph.D.
Na parte técnica foram feitas perguntas sobre controle de versão, conhecimentos básicos e avançados de machine learning e software engineer.
I was asked in one of the interviews about the 12 balls problem. In another one, I was asked how many were played in a knock-out tennis tournament of 115 players.
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