Are batch size, epoch and dataset size all hyperparameters?
Thursday, 07 March 2024
by Jose' da Cruz
Batch size, epoch, and dataset size are indeed crucial aspects in machine learning and are commonly referred to as hyperparameters. To understand this concept, let's delve into each term individually. Batch size: The batch size is a hyperparameter that defines the number of samples processed before the model's weights are updated during training. It plays
- Published in Artificial Intelligence, EITC/AI/GCML Google Cloud Machine Learning, First steps in Machine Learning, The 7 steps of machine learning
Tagged under:
Artificial Intelligence, Batch Size, Dataset Size, Epoch, Hyperparameters, Machine Learning