Describe an example where you had multiple alternatives to choose from for tools/approaches for a project. How did you go forward?
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
Predicting prices.
Google for examples of their silly questions.
optimization techniques (SMO, sgd, newton), momentum, saddle point good for sgd? , svm c change, conv or fcn layer has more memory ?
Describe normalization and bayes rule
Q. Solve the given coding problems.
What kind of role is this
Q: Implement a function to check if a binary tree is balanced. Q: How would you evaluate the performance of a recommendation system, like the ones used on Amazon?
Q: Tell me about your background for this job Q: Explain how bagging and boosting models work
describe a sort algorithm? Why do we use list comprehension? What is a class method?
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