- Three words to describe yourself. - Why Sonova? - Why do you want to switch to the industry? - How would your previous supervisor describe you? There were many more questions which I can now not remember.
Deep Learning Engineer Interview Questions
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CNN Linux command line: gpu monitoring, grep | How to explain ML to someone who doesn’t have knowledge Why do you want to join Matroid
Count the number of scalar multiplications in a conv2d operation
Technical Interview - Focuses on Deep Learning Fundamentals - I had a deep learning project on my resume,lot of questions around it - Dataset distribution - Model Used - Did I do any Data Augmentation? Would it be useful in this application? - Losses of this model - How would I improve accuracy ? Few other questions - 1 What is regularisation in DL ? Explain L2 regularisation? 2. Explain overfitting , drop out layers.
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1) What are Different ways to perform Data Augmentation.. 2)Detailed Question based on projects that you have done..
What is the difference between RCNN, Fast RCNN, and Faster RCNN?
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