You have a set of music files and you like to classify them to genres. what do you do?
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."
8,210 machine learning interview questions shared by candidates
Typical coding interview (as conducted by Google, fb) and ML basics in the second interviwe
Classical prediction problem.
Difference between python 2.7 and 4 RNN, CNN, Bag fo words
Unterschied zwischen verschiedenen Language Models erklären (Transformer vs LSTM encoder) Embedding layer erklären
What is the difference between Autoencoder and variational autoencoder?
Describe a project you are most proud of
Coding, machine learning knowledge, behavioral questions.
Find the most frequent items in a list. Candy distribution problem. How do you implement auto completion?
Describe a scenario where a project wasn't going to work, what did you do?
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