Do you have reliable transportation?
Machine Design Interview Questions
10,807 machine design interview questions shared by candidates
experience
how do react to a difficult person?
Approach or model a general classification problem
signal processing, machine learning
I don't think i can tell the question but it was related to coming up with an efficient algorithm rather than brute force.
NDA for onsites. Problems are not Leetcode based and are based more on company specific problems. Do brush up your Machine Learning concepts and Algo questions though.
Round 2) Some questions that I remember: Explain the programming assignments, why are the weights randomly initialized, what is an activation function, what is the difference between SoftMax and ReLU activation, what are hyperparameters, list down all the hyperparameters, what are color channels, why do we convert images to grayscale, how does. Otsu's image segmentation work, what is the size of the image before and after converting to grayscale.
Round 3) Some questions that I remember: Explain academic projects, how does an Artificial Neural Network work, what is feed-forward and backward propagation, what is gradient descent, what is the difference between global minimum and local minima, how do you avoid local minima, what is a parameter, difference between parameter and hype parameter, list down each parameter and hyperparameter, mathematical questions on loss function, what is overfitting, how do you avoid overfitting, what is regularization, where do you add regularization term, questions on image classification using CNN, the question to find the second largest element of an array, and a mathematical puzzle.
Tell us about your experience .
Viewing 2291 - 2300 interview questions