Machine Learning, Data Science, Deep Learning, TensorFlow, Towards Data Science.
such as audio and video, and shallow problems with structured data. For shallow learning (classical ML) problems, you can often see improvements over shallow approaches, such as XGBoost, by using a custom loss function that provides a useful singal. However, not all shallow problems can benefit