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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
How would you orchestrate Kubernetes clusters to run large language models efficiently?
What's the difference between RNN/LSTM
Na parte técnica, 6 testes de Deep Learning, Algoritmos e Estruturas de Dados, Matemática para IA, etc., de uma a duas horas de duração cada. Na entrevista técnica, perguntas sobre os projetos que já trabalhou anteriormente, quais os maiores feitos, qual valor gerado, como chegou à conclusão que a abordagem escolhida era a melhor, etc. Na entrevista de fit cultural, perguntas tipo "O que seu último chefe diria se perguntássemos à ele qual o maior desafio de se trabalhar com você?", "Como você se mantêm atualizada nos assuntos de IA?", E algumas perguntas fora da caixinha, como "Onde estão os alienígenas?", "Você acha que a IA vai te substituir?", "Como você construiria um sistema de pagamentos global de forma revoucionária?"
Some coding about mapping a 2D grid
1) Implement class-balanced train-val split 2) Debug/generalize Pytorch model
What is the difference between supervised ML and unsupervised ML
How to design a seach engine?
How do transformer neural networks process their input?
how do you fix overfitting
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