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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
Talk about past relevant experience
They asked me how i would create a custom tokenizer for law data
Tell me about projects from your CV
How could you unit test a python program that contains stochastic elements?
Describe a project you undertook and take us step by step.
How would you design a system to: - schedule jobs - retry with exponential backoff No context or use case was given. Minimal help from the interviewer.
Details on Lemmatization and Stemming
1. Explain the bias-variance tradeoff 2. What is k-fold cross validation and why is it important? 3. How would you deal with class imbalance?
Der Loss konvergiert nicht, wie würden Sie dieses Problem beheben?
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