What is the significance of the learning rate and number of epochs in the machine learning process?
Saturday, 05 August 2023
by EITCA Academy
The learning rate and number of epochs are two crucial parameters in the machine learning process, particularly when building a neural network for classification tasks using TensorFlow.js. These parameters significantly impact the performance and convergence of the model, and understanding their significance is essential for achieving optimal results. The learning rate, denoted by α (alpha),
- Published in Artificial Intelligence, EITC/AI/TFF TensorFlow Fundamentals, TensorFlow.js, Building a neural network to perform classification, Examination review
Tagged under:
Artificial Intelligence, Learning Rate, Machine Learning, Neural Networks, Number Of Epochs, TensorFlow.js