leetcode #210 on course prerequisites. Given the total number of courses and a list of prerequisite pairs, return the ordering of courses The interviewer could not articulate the problem as clearly as described in leetcode,
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."
8,202 machine learning interview questions shared by candidates
one code test with 20 mins
Problem1: K-th largest number in an array
Problem 2: Median of Median.
dealing with unbalanced data for classification?
Questions about python, Machine Learning, whether papers had been published, questions on recursions. Oddly enough, the questions were simple... However, one person spoke very bad english and it was not possible to understand what he was saying. In Machine Learning there are a lot of acronyms PCA, R^2, TSNE, ReLU, Sigmoid... but for the life of me I couldn't understand what the person was saying.
Talk about one project that is the most related. Why ThredUp?
standard Python coding and machine learning questions.
What is the complexity of this algorithm?
First question I was asked in the first interview since I had a Computer vision project was that how does different layers of CNN work and what will happen if we remove them ?
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