Enhance battleship. A semi-complete project is given and you must complete it. You should be familiar with Javascript and popular frameworks. Also, there is some (minor) SQL.
Applied Scientist Interview Questions
1,174 applied scientist interview questions shared by candidates
ML product architecture: How would you implement a computer vision ML product?
If P(x|y) is some value, and P(y) is some other value, compute P(X&Y).
Talk about a previous project.
Q: Talk about GMM/HMM, PCA and other dimensional reduction method, how K-means work and what happens if different features are of different dynamical range, how does GMM estimation work (EM algorithm) Q: Write a function that takes an array of size N, with randomly sorted numbers and a number K as input and output an array of size K with the largest K numbers?
how do you choose the best model among all possible models? explain neural network assumptions of linear regression model if you have large number of predictors how to you handle them?? what if you have large number of positive observation vs few number of negative observations?
The first interviewer asked very general questions. Gave me a general classification problem and asked questions. The tricky question was about a class with low prior. The second interviewer asked coding questions. Like traversing a tree. He also asked a question about computer precision.
Remove anagram and dropped requests.
Q: Discuss the challenge you encounter before.
Search if a string is composed of a repeated substring and ML questions about a project you have done.
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