What have you done so far?
Ml Engineer Interview Questions
2,760 ml engineer interview questions shared by candidates
Pick any ML algorithm and explain it, Cost functions, Preprocessing steps in NLP and CV, Projects that I did, Overfitting problem and how to solve it etc.
A home based machine learning test
Projects on resume and DSA
RAG full architecture, pre-assumptions in linear regression
What projects have you worked on?
Describe one challenge that you faced in your academic career and how you overcame it.
They asked me to classify a given image dataset into 9 classes using deep learning. Initially, I had to train a model on the labeled dataset, and then use the trained model to predict the labels for an unlabeled dataset. They specifically mentioned using ResNet-18 as the base model for this task. This tested my ability to handle data preprocessing, model training, inference, and proper evaluation—especially for real-world multi-class image classification problems.
* What are precision and recall. * Tell about a volunteering activity you were part of. * what makes you angry.
How to detect a lamppost from an image using convolution
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