There were few questions about how I handled various situations in the past and what could be done differently. This shows team pays attention not only to technical knowledge, but also values positive attitude.
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."
8,212 machine learning interview questions shared by candidates
2 Leet code medium question
Was ist ein Projekt auf das du besonders stolz bist? Und worauf genau?
Code the GPT-style self-attention mechanism in tensorflow or pytorch
Build a model or algorithm to classify 10 classes, but more classes could be added or removed in the future. So this model should be flexible without affecting its architecture.
What projects have you worked on
Brief hands-on ML knowledge and past projects & experience?
Various questions related to architecture around machine learning systems and specifics of modelling for recommender systems, e.g., custom loss functions.
How would you evaluate an object detection model?
I was asked to explain my research project, which I completed several years ago, in great detail.
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