Given certain scenarios, they wanted to see how one would design a solution.
Machine Learning Consultant Interview Questions
8,202 machine learning consultant interview questions shared by candidates
For the programming challenge, I was asked to train an NLP model to predict the product in a customer complaint. The submission was expected to be production-level code (as much as one can do within one week).
how would your coworkers describe you
Describe variational autoencoders STAR questions about past experiences
Asked about my background. Asked about which potential projects I was interested in from the list. Asked some basic questions on ML fundamentals (i.e. How are bias and variance related to over/underfitting) and a few more in-depth questions about specific algorithms (difference between GRU and LSTM).
Supervised vs Unsupervised machine learning
Explain your current role Questions related to experience and current role.
How would you implement multi-arm bandits in the context of hotel recommendations?
1. Organizzare il codice in classi seguendo principi di software design (SOLID etc) 3. Qual è il tuo modello di deep learning preferito e perché, come lo metteresti in prod 4. Cosa cambieresti del processo nella tua azienda dal punto di vista del dato
Stuff about Spark, Kinesis, SQL, Tensorflow, PyTorch
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