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Ml Engineer Interview Questions
2,738 ml engineer interview questions shared by candidates
Create a class diagram for an email system to receive, and send emails between users.
Voornamelijk naar wat voor baan ik op zoek was.
AI related, how the system work, how to create models and to change the architecture...
1)What do you know about ml. 2)insertion sort. 3)2 dbms questions. 4)situation based Q's.
1. Explain the concept of overfitting in machine learning and how it can be addressed. 2. Discuss the differences between supervised and unsupervised learning algorithms. 3. How would you handle imbalanced datasets in machine learning projects? 4. Describe the process of feature selection and its importance in model development. 5. Have you worked with any deep learning frameworks? If so, which ones and what was your experience like? 6. How do you evaluate the performance of a machine learning model? 7. Can you explain the bias-variance tradeoff and its significance in model training? 8. Discuss regularization techniques in machine learning and when they should be used. 9. Have you implemented any natural language processing (NLP) algorithms? If yes, explain the approach and challenges faced. 10. How would you approach a project with limited labeled data for training a machine learning model?
Questiona regarding project and basic ML algorithm and their uses.
How do transformers work, what is the main drawback.
Topics covered generic software development, software architecture, machine learning theory, previous software and research experience
Describe ai projects, ai model training scenario and what will you look for to solve it.
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