"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."
Walk me through one of your projects. How did you monitor? How did you detect drift or bias? Explain a time to me when a model failed. How did you detect the failure? There was also a coding interview in which they shared a GitHub project beforehand. Task was to then pair-code with one of their engineers.
Normal coding question same as past year questions
Was mostly with Pandas and distributed computing
Resume questions
How would your friends describe you?
Machine Learning basics and algorithms
Tell me about yourself and your projects.
Technical questions from my background and projects that I have worked on.
Mostly project and current work related questions.
1. Questions about resume and past projects. 2. Questions about gradient descent and known machine learning algorithms
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