Model Selection And Generalisation

Summary

Machine learning problems are always ill-posed: there is not enough data to find a unique solution. We discuss about the problem ... this channel, and share with your friends. For Syllabus, Text Books, Materials and Previous University ... The quality of a machine learning Let's not forget the goal is to train This is a talk on the foundations of modern AI. It is often believed that deep learning is purely an empirical art, without much ... ... to talk about out of distribution Hello Fellow People, In this video, we'll be discussing the concept of overfitting in machine learning and the importance of ... By fitting complex functions, we might be able to perfectly match the training data with zero loss. In this video, we learn how to ... Welcome to our presentation on " Bias and Variance are two fundamental concepts for Machine Learning, and their intuition is just a little different from what you ...