Asked about basic deep learning questions and paradigms.
For first interview - just know the basics of it (learning rate, gradient descent and activation function, layers, bias, weights, loss function, epochs, batches and on some basic architectures like CNN and Transformers).
Why are we using batches in the learning process of deep learning?
The following metrics were computed from 1 interview experience for the Mobileye ML Researcher role in Tel Aviv-Yafo, Israel.
Mobileye's interview process for their ML Researcher roles in Tel Aviv-Yafo, Israel is extremely selective, failing the vast majority of engineers.
Candidates reported having mixed feelings for Mobileye's ML Researcher interview process in Tel Aviv-Yafo, Israel.