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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."
8,221 machine learning interview questions shared by candidates
Design system handling traffic concurrently
first round: coding questions on python and other lang mentioned in resume(In this round interviewer has appreciated me trust me ).(45 min) second round: little tough coding round for 2 hours Third round: this was interviewed by one senior..I feel like,he don't have a minimum knowledge on machine learning or even python as well ,however the discussion and interview went well.The interviewer just left due to internet connection in last 10 min...I just regret for the time i invested for whole interview process...
Share your experience working with large dataset.
online coding test was 4-5 leetcode style questions
Build a prediction model for a machine learning task.
Design a training pipeline for a model in production.
You must devise a model that is meant to recognize and segment certain type of flowers from images. You start with 10 classes of flowers. Let s imagine you know want be able to add new classes in the future. What decisions would you take in order to make the model be able to learn new those new classes from just a few images ?
Q: (Referring to a previous project) How quickly did your process complete and what was the cloud bill?
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