Gradient Descent, Data Science, Data Visualization, Deep Learning, Machine Learning.
updates. Overall, SGD is a powerful optimization algorithm that is widely used in deep learning, especially for large-scale datasets, due to its computational efficiency and ability to handle noisy data. However, it requires careful tuning of the learning rate and mini-batch size to ensure