Pros and cons of different generative models (e.g. graph diffusion, text-based transformers etc.) used in the biopharmaceutical industry. Ways to improve model throughput.
Machine Learning Interview Questions
8,210 machine learning interview questions shared by candidates
Tell me about yourself & your career, interests, why Novo? Expected salary.
Regularisation selection of multiple features but few on informative data, ROC/AUC for binary classification and imbalance dataset
Tell us about your projects.
What is overfitting? What is IAC? Some ML deployment questions
Technical round: 2SQL questions on joins and window function. Python related question: assign decimal numbers to bucket and write Precision, Recall program in numpy. Data Science : Method for training fraud detection model
Image alignment and how to tackle it
They asked about strategies for handling imbalanced datasets in machine learning, including common approaches and evaluation metrics used in such cases.
from which college you got the degree.
- Describe relative pros and cons of Object Oriented programming - Write a function that computes raising an integer to an exponent, and discuss runtime complexity issues (they want to see pointless trivia answer with recursion on half the exponent). - Talk about some natural language processing applications, general machine learning. Interviewer didn't seem to know many details about machine learning. - Write a function that transforms some input text into word counts.
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