Machine Learning 27: Neural Nets - Avoiding Overfitting

preview_player
Показать описание
We discuss popular techniques for avoiding overfitting when training neural networks. Concretely, we discuss validation and early stopping in the context of neural nets. We also revisit weight decay for regularization and show how to apply it to neural nets.
  1. Kasper Green Larsen
Рекомендации по теме
Machine Learning 27: 0:13:58

Machine Learning 27: Neural Nets - Avoiding Overfitting

machine learning 27 0:06:26

machine learning 27 Neural Network representation

But what is 0:18:40

But what is a neural network? | Chapter 1, Deep learning

Machine Learning: Lecture 1:06:34

Machine Learning: Lecture 27a: Practical issues with Neural Networks

AI & ML 0:07:14

AI & ML in Finance - Lecture - 27 - Convolutional Neural Networks

#27 Multi Layer 0:04:26

#27 Multi Layer Neural Networks With Diagram |ML|

Why do we 0:05:46

Why do we use matrices for neural networks?

27A: Neuromorphic Computing 0:30:59

27A: Neuromorphic Computing - non von Neumann Architecture, Neural Network, Deep Learning

MAMBA from Scratch: 0:31:51

MAMBA from Scratch: Neural Nets Better and Faster than Transformers

What Are Neural 0:13:20

What Are Neural Networks Even Doing? (Manifold Hypothesis)

10.4: Neural Networks: 0:15:56

10.4: Neural Networks: Multilayer Perceptron Part 1 - The Nature of Code

Machine Learning: Lecture 1:20:23

Machine Learning: Lecture 27: Neural networks (continued)

MACHINE LEARNING BASICS 0:34:17

MACHINE LEARNING BASICS : Neural Network

Building a neural 0:31:28

Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)

Neuronale Netze #28 0:13:00

Neuronale Netze #28 - Convolutional Neural Networks für Bilderkennung (Machine Learning #108)

Neural Network Simply 0:06:38

Neural Network Simply Explained - Deep Learning for Beginners

undergraduate machine learning 0:51:13

undergraduate machine learning 27: Logistic regression

How to Create 0:54:51

How to Create a Neural Network (and Train it to Identify Doodles)

Neural Network Full 3:17:22

Neural Network Full Course | Neural Network Tutorial For Beginners | Neural Networks | Simplilearn

Machine Learning 25: 0:35:19

Machine Learning 25: Neural Nets - Backprop for Fully Connected Nets

Blogs to follow 0:00:29

Blogs to follow by AI researchers

The Complete Mathematics 5:00:53

The Complete Mathematics of Neural Networks and Deep Learning

DDPS | Scientific 1:02:53

DDPS | Scientific Machine Learning through the Lens of Physics-Informed Neural Networks

Introduction to machine 1:17:44

Introduction to machine learning and artificial neural networks