In the provided example of text classification with TensorFlow, the optimizer used is the Adam optimizer, and the loss function utilized is the Sparse Categorical Crossentropy. The Adam optimizer is an extension of the stochastic gradient descent (SGD) algorithm that combines the advantages of two other popular optimizers: AdaGrad and RMSProp. It dynamically adjusts the