Can I read Lec 9 on EtoBox?
Lec 9 by sarazaheer2004 is a document available to read on EtoBox.
What is Lec 9 about?
The document discusses loss and cost functions in neural networks, explaining their roles in measuring prediction errors and guiding optimizers. It covers various loss functions used for regression (MAE, MSE, RMSE) and classification (Binary Cross-entropy, Categorical Cross-entropy), as well as the concepts of bias, variance, overfitting, and underfitting in machine learning. Additionally, it provides techniques to address overfitting and underfitting to improve model performance.
- Author
- sarazaheer2004
- Language
- EN