The MNIST dataset is widely used in the field of deep learning with TensorFlow due to its significant contributions and didactic value. MNIST, which stands for Modified National Institute of Standards and Technology, is a collection of handwritten digits that serves as a benchmark for evaluating and comparing the performance of various machine learning algorithms,