Tell me more about your previous work experiences.
Learning Technology Interview Questions
5,797 learning technology interview questions shared by candidates
Describe a scenario where you had to manage conflicting obligations.
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.
Why was the role of interest? How would I manage a much smaller team than I am currently used to?
An example of how I dealt with disagreements with someone/or people on a team, and how I came to a solution.
What is one lesson you’ve learned in your current job?
How did they get along with front liner associates?
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.
Can the procedure of tossing a coin be modified to output three outcomes instead of two?
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