Loss Functions - EXPLAINED!
Many animations used in this video came from Jonathan Barron [1, 2]. Give this researcher a like for his hard work! SUBSCRIBE FOR MORE CONTENT! RESEOURCES [1] Paper on adaptive loss function: https://arxiv.org/abs/1701.03077 [2] CVPR paper presentation: • "A General and Adaptive Robust Loss Functi... [3] Regression Loss Functions: https://alexisalulema.com/2017/12/07/... [4] Classification Losses: https://alexisalulema.com/2017/12/07/... [5] ML cheat sheet for loss functions: https://ml-cheatsheet.readthedocs.io/... [6] 7 loss functions with python code: https://www.analyticsvidhya.com/blog/... [7] A Blog for most common Loss Functions: https://towardsdatascience.com/unders... [8] Modeling the Huber loss: https://www.textbook.ds100.org/ch/10/... [9] Notes on Subgradients: https://see.stanford.edu/materials/ls... [10] Code to get up to speed: https://scikit-learn.org/stable/modul... [11] What is the difference between KL divergence and Cross Entropy loss: https://stats.stackexchange.com/quest... [12] A great video explanation of Entropy, Cross Entropy and KL divergence: • A Short Introduction to Entropy, Cross-Ent...

Optimizers - EXPLAINED!

What is a Loss Function? Understanding How AI Models Learn

Gradient Descent, Step-by-Step

Why Peter Scholze is once in a Generation Mathematician

How reading changes the way your brain works - BBC World Service

Loss Functions : Data Science Basics

But what is a neural network? | Deep learning chapter 1

The Strange Math That Predicts (Almost) Anything

ROC and AUC, Clearly Explained!

Intuitively Understanding the Cross Entropy Loss

'Listen Like You Might Be Wrong': Harvard Student Goes Viral For Stunning Speech On Trump Amid Feud

All Machine Learning Models Clearly Explained!

A Short Introduction to Entropy, Cross-Entropy and KL-Divergence

133 - What are Loss functions in machine learning?

Machine Learning Fundamentals: Bias and Variance

Loss Functions Explained

If You Have A Bad Memory, I’ll Help You Fix It In 28 Minutes

Activation Functions - EXPLAINED!

StatQuest: Logistic Regression

