Linked list questions, clustering, regression questions.
Ml Engineer Interview Questions
1,787 ml engineer interview questions shared by candidates
Find sequence with largest difference in an array
Tech round 1 (system design) Design AD ranking system given 10 million users How to manage when number of ads increase Tech round 2 (ML round) Question on dataset with 5 million rows 30 categorical columns 100 columns of numerical data in various range Missing data Targets - category, probability Design models for both the target How to clean the data Tech round 3 (Bar raiser) Discussion about previous experience Coding round: 2nd largest element in a sequence - O(n) complexity solution
What are decision trees and random forest
What is NER and how to custom train a NER model
statics problem, ML knowledge and also cases where we choose a particular model and why?
1. What is support vector in SVM? 2. Explain KNN , How do you model it ? 3. Do you train KNN ? 4 . What is 300B Parameter in LLM ? 5. What are the types of libraries worked on NLP ? 6. explain RAG ? 7. What is the difference between deep learning and Machine Learning 8. What is CNN ? 9. What is stemming and Lemmatization ? and which would you prefer? 10. Lets say that a persons chooses stemming over lemmatization what might be the reason ? 11. Why do you use LLM model if you can fetch the required documents from vector database in RAG Approach ? 10.
1. Transformer models architecture 2. Langchain 3. Model deployment
Q: What are some features you would keep in mind when designing something? How you would keep up maintenance for it?
Asked for my salary expectations but didn't tell the salary range. Asked to count years and months of each role on my CV and add it.
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