Name: ml5.js: Train Your Own Neural Network
Uploaded: 2020-03-27T19:38:08.000Z
Duration: 34 min 49 s
Description: Thousands of YouTube videos with English-Chinese subtitles! Now you can learn to understand native speakers, expand your vocabulary, and improve your pronunciation...

Guide to Machine Learning video tutorial with ml5.js.

Adverbs of degree

I'm typically excited about the video tutorials I make.

But this one, I'm particularly excited about because I'm

going to look at something that has recently

So first of all, use version 0.4.2 or a more recent version

But that's the version I'll be using in this video.

in the ml5.js library called ml5 neural network.

It is a function in ml5 that creates an empty or blank, so

Most everything that I've showed you in this video series

so far has involved loading a pre-trained model, so

a neural network architecture that's already

configuring your neural network, collecting data, training

And the context that I want to look at that

So I'm going to come back and maybe use some more traditional

There's a data set that's on the ml5 examples with the Titanic

I have the data set for my color classifier series.

So I'll come back and show you some examples of those as well.

use mouse clicks to train it, and then move the mouse around

And that might sound like a weird thing to do.

as I build the code and step through all the processes.

I also want to highlight for you the Wekinator project, which

is a free open source piece of software created

by Rebecca Fiebrink in 2009 for training machine learning

And I would especially encourage you to watch Rebecca Fiebrink's

where she talks about creativity and inclusion

in machine learning, and goes through some demonstrations

with Wekinator and processing and other pieces of software.

So a lot of the work that I'm doing with ml5

is entirely based on recreations of many of the example

demonstrations that Rebecca Fiebrink made and has

going to make in this video and the next one and the next

of some of the original Wekinator and processing

in the browser with P5 and the ml5.js library.

of creative artists training machine learning models

in real time to control musical instruments, a performance,

Our guide for figuring out how to write the code

And there's a page on the ml5 website for the neural network

let's take a minute to talk about what a neural network is.

I will refer you to many other wonderful resources where

Is a Neural Network and some of the subsequent ones.

I also I have a 10 to 15-part video series where

I build a neural network from scratch in JavaScript

based on a particular book called Make Your Own

I have other videos that are guides around machine learning

concepts where I talk about different kinds

So I will link to all of those in this video's description.

But here, I'm going to use the whiteboard over

here just to give you a very zoomed out, high level overview

So a machine learning system, in the most basic sense,

So let's say for a moment that the goal that I have

So maybe how I moving my arms and legs and head,

And the output would be a musical instrument,

Subtitles ListPlay Video

ml5.js: Train Your Own Neural Network

process

scenario

bunch

confidence