Machine learning requires computing resources that can handle large amounts of data and complex calculations. Developers often need suitable hardware to train models and test artificial intelligence applications. Apple Silicon provides an option for running machine learning tasks through its powerful processors and unified memory architecture. PyTorch and TensorFlow-Metal support machine learning development on compatible Mac systems. Remote Apple Silicon…