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What are Image filters? Why we use them?
What is an activation function? What are commonly used activation functions?
Deep Learning Basics
What is weight initialization? Explain different approaches of weight initialization?
What is Dropout? Implement dropout using Python.
Advanced Deep Learning
Explain Logistic Regression and it's optimization.
Machine Learning Basics, Deep Learning Basics
Why we don't use sigmoid activation function for all layers??
What is Cross Entropy Loss?
Machine Learning Basics
What is bias variance trade-off? How does it impact model performance?
What is Batch Normalization? How it works as regularization?
Do activation functions have to be zero centered?