Deep Learning UNIT-1 Deep Learning: Fundamentals: Long Answer Questions
UNIT-1 Deep Learning: Fundamentals Long Answer Questions ----------------------------------------------------------------------------------------------------------------------------- 1. Explain Artificial Neural Network with example. 2. List the different applications of Artificial Neural Network. 3. Explain Building Block of Neural Networks with an example. 4. Discuss Multi-Layer Perceptron (MLP) with an example. 5. Identify the different layers in ANN. Explain them. 6. Explain Forward Pass. 7. Explain Backward Pass. 8. Explain back propagation algorithm with an example. 9. List the different optimizers. Explain them. 10. What is the vanishing and exploding gradient problems? How to overcome those problems. Explain. 11. List the difficulties in convergence. How to achieve convergence? Explain. 12. Explain Preprocessing. 13. Explain Momentum. 14. What is Learning Rate Decay? Explain. 15. Wh