I was asked about a particular paper I wrote and how the work could be extended.
Applied Scientist Interview Questions
1,182 applied scientist interview questions shared by candidates
Tell me about a model you're familiar with
Position specific ML technology questions - if they listed specific tasks/ML models in the job description, they're going to ask you questions about those.
Differences between L1 and L2 Regularizations Why Adam Optimizer works good? What is Kernel Trick?
Explain linear regression with numbers and equations ?
Basic ML design/interview questions + 1 coding question (optimize linear regression with SGD from scratch)
Write a Python program to multiply two sparse vectors.
Write a function that does gradient descent from scratch. You can use any common package and language to solve the problem. Pay attention to numerical efficiency and accuracy
Explain Dropout and how weights are used at inference time.
1. What are your strengths and weaknesses? 2. What ML courses have you taken? 3. What is your knowledge on NLP? 4. regularization techniques, precision vs recall, activation functions and NLP.
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