Visualizing Neural Network Training and Predictions: A Universal Function Approximator

preview_player
Показать описание
In this video I've given a visual demonstration of the training and predictions of a neural network.

00:00 - Introduction
00:40 - Overview
01:11 - Linear Models vs Neural Networks
02:12 - Maths behind Neural Network
03:16 - Neural Network Training
04:36 - Neural Network Predictions
06:33 - Conclusions
  1. 0Mean1Sigma
Рекомендации по теме
neural network visualization 0:00:18

neural network visualization 4k LQTWKCL 1

Visualization of a 0:01:07

Visualization of a fully connected neural network, version 1

Visualizing Neural Network 0:07:15

Visualizing Neural Network Training and Predictions: A Universal Function Approximator

neural networks animation 0:00:28

neural networks animation

Explained In A 0:01:04

Explained In A Minute: Neural Networks

Watching Neural Networks 0:25:28

Watching Neural Networks Learn

Neural network training 0:00:34

Neural network training visualization (classification)

Visualization of the 0:00:31

Visualization of the universal approximation theorem

CNN _ Image 1:28:32

CNN _ Image Representation

The Neural Network, 0:13:52

The Neural Network, A Visual Introduction

'How neural networks 0:15:00

'How neural networks learn' - Part I: Feature Visualization

Visualizing Neural Network 0:53:41

Visualizing Neural Network Internals

But what is 0:18:40

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

Neural Network Training 0:00:50

Neural Network Training Visualization

A.I. Experiments: Visualizing 0:03:17

A.I. Experiments: Visualizing High-Dimensional Space

Neural Nets Robot 0:00:16

Neural Nets Robot is Learning to Trade

Why Neural Networks 0:10:30

Why Neural Networks can learn (almost) anything

Visualizing Neural Network 0:12:51

Visualizing Neural Network Training -- Commute Prediction

Lucy | real 0:02:40

Lucy | real time deep learning visualization | neural network parameters visualization in real time

Neural networks learning 0:05:04

Neural networks learning spirals

Deep Learning Cars 0:03:19

Deep Learning Cars

Neural Network In 0:05:45

Neural Network In 5 Minutes | What Is A Neural Network? | How Neural Networks Work | Simplilearn

What happens *inside* 0:14:16

What happens *inside* a neural network?

How to Create 0:54:51

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

Комментарии
Автор

Iam 200th liker...What a mind blowing way of explaining Neural network from scratch. Thank you so much. keep educating us like this. Loved the way how you moved the topic from linear model to NN. Thanks once again.

namitharassi
Автор

EXCELLENT explanation and graphics! I am just learning this stuff, just went thru my 1st (very simple) NN (Python code) courtesy of ChatGPT3!

FractAlkemist
Автор

Thank you for your fantastic instructional video. May I ask what software did you use to create it?

attiladren
Автор

love from Pakistan ♥clear understanding

thatsfantastic
Автор

Hey man, good stuff!
The only thing that might help you is adding a bit more emotion to the voice over, it may come across a little flat.
The animations are pretty good tho, congrats on that and good luck on your YouTube journey, you've got a new subscriber!

jair.
Автор

great video man, beautiful animation despite some muffed audio

drkun
Автор

Can you provide some code in Python ? Good Job anyway !

albertoscozzari