Companies rely on machine learning engineers to help design and improve the systems that allow their software to improve on its own, rather than being specifically programmed. During the interview process, be prepared to be tested heavily on both computer science and data science knowledge with an emphasis on recognizing patterns and trends. A bachelor's degree in computer science or a related field will be required.
explain the decision tree or random forest. statistics-p value python commands (what code will give us this output?) ml basics and concepts: variance etc normalize data with a specific function Matplot lib Calculate std: 95% of data are between 100 and 150 A lot if questions about svm How to prevent overfitting? Tell me about yourself and why AltaML Tell me about yourself Tell me about some of your previous projects
If someone in your team disagrees with you, what would you do?
4 problems. First 2 took me 10 min. 3rd 40 and I ran out of time
ML system design related questions, why Quora?
How would you build Quora Feed. What kind of ML methodologies will you use.
Coding test for three questions in 60 mins
After coding question, I was asked if I have any questions. Not any other question than coding.
Describe a challenging problem you have faced and how you solved it.
What is recurrent neural network
Our salary range for an associate-level position is 60k-70k. Will you accept it? We can't let a master graduate with only one year of work experience have 5k more than the person who sits next to you.
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