How to generate a uniform06 number using a nonuniform distributed function?
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
What is batch normalization? What is the loss function for an SVM? Why use SVM over neural nets?
Design a system for recommending artists to users
The coding question was about random number generators.
Case-based questions. What would you do if your algorithm performs poorly for x.
Binary tree
What is '1' in F1 measure?
basic ML and stats question. coding.
Given a function that returns tails / heads with a different probability (p and 1-p), write a function that returns tails / heads with equal probability (1/2).
If there are some sparse data, how to do the modeling?
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