what are transformers? What are vision transformers? what is the time complexity of the attention matrix? what is the advantage of vision transformers over CNNs? what is a ResNet? what is data augmentation? what are the preprocessing techniques? How does YOLO work and whats's the cost function
If I am ok with more than 50% time product level coding
Asked questions about research (problems, difficutlies, metrics used) asked general ML questions (Linear regression, regularization, etc) Asked questions regarding leadership principles (make sure you have stories) Simple coding question at the end
gradient descent and learning rate
Remove the duplicate
Questions about the Leadship Principles
1. Typical resume based questions 2. System Design question including coding
How does CNN work? Why CNN?
Walk me through a project. They will ask details during the process
Hard and advanced questions from statistics, machine learning and deep learning.
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