Which of the following optimizers is commonly used in training neural networks?
Practice Questions
Q1
Which of the following optimizers is commonly used in training neural networks?
Stochastic Gradient Descent
K-Means
Principal Component Analysis
Support Vector Machine
Questions & Step-by-Step Solutions
Which of the following optimizers is commonly used in training neural networks?
Step 1: Understand what an optimizer is. An optimizer is a method used to update the weights of a neural network to minimize the loss function.
Step 2: Learn about Stochastic Gradient Descent (SGD). SGD is a popular optimizer that updates weights using a small batch of data instead of the entire dataset.
Step 3: Recognize that SGD helps in faster convergence during training, making it a common choice for training neural networks.
Step 4: Identify that there are other optimizers too, but SGD is one of the most widely used.
