They asked mainly NLP-related things.
Machine Learning Engineer Interview Questions
6,173 machine learning engineer interview questions shared by candidates
Q. Build KNN and Linear Regression from scratch in python. Q. What was the need of LSTM and why not RNN? Q. How does L1 Regularization help in feature selection?(Explain L1 L2 Norms and stuff) Q. Python basics on tuples and list difference between mutable and immutable. Q. Working of Transformers
Implement a basic MLP + training loop from scratch using pytorch.
What is k-means ? What is DBSCAN ? What is the advantage of DBSCAN over K-Means ?
Describe the difference between supervised learning and unsupervised learning.
What types of data have you worked on in your latest position?
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programming, ml design, ml integration, bug squash, hiring manager chat
Tell me about a problem you faced and how you resolved it.
Previously work projects. Relevant projects with job role. Real world problem to solve with ML.
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