Case study - feature engineering, model training, model deployment questions as well.
Junior Machine Learning Engineer Interview Questions
91 junior machine learning engineer interview questions shared by candidates
Can you show me some of the projects you did? (when done remote)
a linear algebra coding problem (x = ABC given x, B,C find A)
What regressors and classifiers have you used?
Explain an OOP concept.
Have you used gradient descent?
The coding interview was one of the most comfortable I had. It was with a very experienced person who made sure to be kind, understanding and open-minded. The ML interview however was by some rude woman possibly going through a mid life crisis, that she decides to take it out on you. From the start of the interview where she turned up late to putting down the candidate's accomplishments, she made sure to make the candidate uncomfortable. At the end when it was my turn to ask a question and I did, she decided to ask me a question back without answering it. That's how arrogant she was. The surprising part is, they took 2 weeks to find a person to conduct the ML interview, since they didn't have many ML experts inside. And they found an insufferable one.
Classification of emails using Machine Learning (asked to not use deep learning frameworks).
Supervised vs Unsupervised machine learning
k-means vs knn, naive bayes, GANs, basics about NLP, ...
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