What were the approaches used for the assignment ?
Software Engineer Machine Learning Interview Questions
8,213 software engineer machine learning interview questions shared by candidates
horizontal and vertical scaling past experience motivation
machine learning questions related to metrics and algorithms.
basic ml questions and model deployment in AWS .
- Wrap up this ML model (which was already fitted) into an API and run performance tests as it will receive thousands of calls per minute.
Programming Question: 1) Remove Duplicated letter and combine them with out space. 2) Find given sub matrix positions in matrix and print. 3) Find prime number from given range from 5 to 50 and check if first digit == last digit then print that number 4) Question on Regular expressions i don't remember and also 5th question.
Standard questions -- expectations, my background, knowledge of AI & programming skills, why am I switching from a slightly different area, etc. The "homework" was a difficult programming assignment for a week (but I liked it).
past work experience machine learning algorithms
Gaussian mixture model, simple neural network
take home NLP challenge. Very open ended and can tackle it any way you choose. Important thing is that you can explain why you made the decision you did.
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