Mathematics, Calculus, Tensor, Deep Learning, Machine Learning.
it to model complex, non-linear patterns in data. 2. Calculus: Gradient Descent: Optimization is at the heart of training deep neural networks. Calculus, particularly gradient descent, plays a pivotal role in minimizing a loss function. The gradient represents the rate of change of the loss with