Evaluating a Classification Model
ROC, AUC, confusion matrix, and metrics
Evaluating a Classification Model | Machine Learning, Deep Learning, and Computer Vision
Understanding perplexity, bits-per-character, and cross entropy
Evaluation Metrics for Language Modeling
14 Popular Machine Learning Evaluation Metrics
Performance Metrics in Machine Learning [Complete Guide] - neptune.ai
15 Popular Machine Learning Metrics For Data Scientist
https://medium.com/@ladkarsamisha123/most-popular-machine-learning-performance-metrics-part-1-ab7189dce555
https://medium.com/unpackai/perplexity-and-accuracy-in-classification-114b57bd820d
https://towardsdatascience.com/how-to-train-neural-networks-like-a-pro-1d2362768c1
How neural networks are trained
https://developers.google.com/machine-learning/crash-course/training-neural-networks/best-practices
https://medium.com/swlh/best-practices-for-training-deep-neural-networks-in-deep-learning-8c69b6f8b140
How to Train a Neural Network Just Like a Guru - SDS Club
https://developers.google.com/machine-learning/gan/gan_structure
https://zhuanlan.zhihu.com/p/390171658
https://towardsdatascience.com/the-vanishing-gradient-problem-69bf08b15484