Browse through our curated collection of machine learning interview questions.
Describe and compare the ReLU, sigmoid, tanh, and other common activation functions used in neural networks. Discuss their characteristics, advantages, and limitations, and explain in which scenarios each would be most suitable.
83 views
Explain the key components of a Convolutional Neural Network (CNN) architecture, detailing the purpose of each component. How have CNN architectures evolved over time to improve performance and efficiency? Provide examples of notable architectures and their contributions.
89 views
Describe how backpropagation is utilized to optimize neural networks. What are the mathematical foundations of this process, and how does it impact the learning of the model?
63 views