Behavior questions mostly, questions about your resume, questions about your skills set.
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
Write a function to rearrange a list of article types so that no two consecutive articles are of the same type. If such an arrangement is not possible, return False. Input: articles (List[str]): A list of strings where each string represents an article type. Strings are case-sensitive. Output: List[str]: A valid arrangement of articles where no two consecutive elements are the same. bool: Return False if no valid arrangement exists. Examples: Input: ["sports", "media", "sports"] Output: ["sports", "media", "sports"] Input: ["sports", "sports", "sports"] Output: False Input: ["sports", "media", "news", "media", "sports"] Output: ["sports", "media", "sports", "news", "media"]
One of the ML questions is to give you a confusion matrix, and you need to calculate recall, and precision.
ML System Design question related to Pinterest business tasks
Find the k-th smallest element in a binary search tree.
Como você desenharia a arquitetura de um sistema de machine learning que prevê o preço médio de aluguel de apartamentos de uma determinada área a partir dos dados colocados pelo usuário em um form web?
All questions that I encountered are standard leetcode-like questions. Two problems to solve for every code interviews.
Coding question and system design
How would you place sensors to detect dark matter?
The second question was similar to the first to rearrange the characters if in a string they are adjacent to each other. There must not be no two same adjacent characters. If there is no way to rearrange, return an empty string. Ex: given string - ‘aabbbcda’ Output- ‘abcbdaba’
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