1- Machine Learning concepts 2- Data Structure Case Study (Very easy) 3- Coding (Easy but they need hands-on exp) And Finally, Leadership (14 principles)
Applied Machine Learning Researcher Interview Questions
12 applied machine learning researcher interview questions shared by candidates
Implement k-means, how would you make it scale to a large datasets. How would you test it (unit tests) ?
Describe to me what up-sampling is in a convolutional neural network.
Q: Write a function to identify Precision, Accuracy and Recall for grouped binary outputs
Very shallow questions! Basics of machine learning
Q: You are the ML Engineer who developed a recommendation system model. The model goes into production and behaves not normally, like discrimination or other things. What are you going to do?
A search algorithm question, and a parsing and organizing question.
How to implement linear regression on python (from scratch)?
- Design a machine learning model to match DNA sequences. - Design a machine learning model to count cells number from petri dish images.
Leetcode Easy to Medium Questions
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