Added audio in 6 pages

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Bruno Silva committed 2025-07-10 13:47:27 -04:00
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{
"position": 1,
"link": {
"type": "generated-index",
"description": "5 minutes to learn the most important Docusaurus concepts."
}
}
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# Deep Learning: Principles, Applications, and Challenges
## Deep Learning: Principles, Applications, and Challenges
:::tip
You can listen and follow along with your reading.
<audio controls>
<source src="/audio/Deep Learning.wav" type="audio/mpeg" />
Your browser does not support the audio element.
</audio>
:::
**Deep learning** is a **subset of machine learning (ML)** that utilizes **multilayered artificial neural networks** (also known as deep neural networks) to learn autonomously from large amounts of data, identify complex patterns, and make decisions or predictions with minimal human intervention. It forms the foundation for most artificial intelligence (AI) applications in use today. The term "deep" refers to the presence of multiple layers—typically **three or more hidden layers**, but often hundreds or even thousands—between the input and output layers in its neural network architecture.
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---
sidebar_position: 1
---
## The World of Artificial Intelligence: An Overview
:::tip
You can listen and follow along with your reading.
<audio controls>
<source src="/audio/Definition of AI.wav" type="audio/mpeg" />
Your browser does not support the audio element.
</audio>
:::
Artificial intelligence (AI) is a broad field of computer science and technology focused on creating machines and computer systems that can **simulate or replicate human intelligence**. Its fundamental goal is to enable software and machines to **reason, learn, and act in ways that would normally require human cognitive abilities**.
### Core Capabilities and Functions of AI
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# The Evolution of Artificial Intelligence: From Myth to Modernity
---
sidebar_position: 2
---
## The Evolution of Artificial Intelligence: From Myth to Modernity
:::tip
You can listen and follow along with your reading.
<audio controls>
<source src="/audio/History of AI.wav" type="audio/mpeg" />
Your browser does not support the audio element.
</audio>
:::
The history of artificial intelligence (AI) stretches back to ancient myths and philosophical concepts of thinking machines, evolving through distinct periods of development, breakthroughs, and challenges, leading to its current impactful presence and speculative future.
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# Understanding AI: Types and Capabilities
---
sidebar_position: 3
---
## Understanding AI: Types and Capabilities
:::tip
You can listen and follow along with your reading.
<audio controls>
<source src="/audio/Levels of AI.wav" type="audio/mpeg" />
Your browser does not support the audio element.
</audio>
:::
Artificial intelligence (AI) can be described across **different levels or types**, reflecting its capabilities and how it processes information. The sources provide two main frameworks for categorising AI: **capability-based levels** and **functionality-based levels**.
@@ -1,4 +1,16 @@
# Machine Learning: Concepts, Types, and Applications
---
sidebar_position: 4
---
## Machine Learning: Concepts, Types, and Applications
:::tip
You can listen and follow along with your reading.
<audio controls>
<source src="/audio/Machine Learning.wav" type="audio/mpeg" />
Your browser does not support the audio element.
</audio>
:::
**Machine learning (ML)** is a **subset of artificial intelligence (AI)** that focuses on enabling computers and machines to **learn from data and improve their performance on specific tasks without being explicitly programmed for every scenario**. Instead of following fixed, explicit instructions, ML systems use algorithms to **analyse large volumes of data, identify patterns, and then make predictions or decisions based on what they learn**.
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{
"position": 1,
"link": {
"type": "generated-index"
}
}
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"position": 2,
"link": {
"type": "generated-index",
"description": "5 minutes to learn the most important Docusaurus concepts."
"description": "Understand what AI is, how it evolved, and the basic concepts behind modern systems."
}
}
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---
sidebar_position: 6
---
# Congratulations!
You have just learned the **basics of Docusaurus** and made some changes to the **initial template**.
Docusaurus has **much more to offer**!
Have **5 more minutes**? Take a look at **[versioning](../tutorial-extras/manage-docs-versions.md)** and **[i18n](../tutorial-extras/translate-your-site.md)**.
Anything **unclear** or **buggy** in this tutorial? [Please report it!](https://github.com/facebook/docusaurus/discussions/4610)
## What's next?
- Read the [official documentation](https://docusaurus.io/)
- Modify your site configuration with [`docusaurus.config.js`](https://docusaurus.io/docs/api/docusaurus-config)
- Add navbar and footer items with [`themeConfig`](https://docusaurus.io/docs/api/themes/configuration)
- Add a custom [Design and Layout](https://docusaurus.io/docs/styling-layout)
- Add a [search bar](https://docusaurus.io/docs/search)
- Find inspirations in the [Docusaurus showcase](https://docusaurus.io/showcase)
- Get involved in the [Docusaurus Community](https://docusaurus.io/community/support)
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---
sidebar_position: 3
---
# Create a Blog Post
Docusaurus creates a **page for each blog post**, but also a **blog index page**, a **tag system**, an **RSS** feed...
## Create your first Post
Create a file at `blog/2021-02-28-greetings.md`:
```md title="blog/2021-02-28-greetings.md"
---
slug: greetings
title: Greetings!
authors:
- name: Joel Marcey
title: Co-creator of Docusaurus 1
url: https://github.com/JoelMarcey
image_url: https://github.com/JoelMarcey.png
- name: Sébastien Lorber
title: Docusaurus maintainer
url: https://sebastienlorber.com
image_url: https://github.com/slorber.png
tags: [greetings]
---
Congratulations, you have made your first post!
Feel free to play around and edit this post as much as you like.
```
A new blog post is now available at [http://localhost:3000/blog/greetings](http://localhost:3000/blog/greetings).
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---
sidebar_position: 2
---
# Create a Document
Documents are **groups of pages** connected through:
- a **sidebar**
- **previous/next navigation**
- **versioning**
## Create your first Doc
Create a Markdown file at `docs/hello.md`:
```md title="docs/hello.md"
# Hello
This is my **first Docusaurus document**!
```
A new document is now available at [http://localhost:3000/docs/hello](http://localhost:3000/docs/hello).
## Configure the Sidebar
Docusaurus automatically **creates a sidebar** from the `docs` folder.
Add metadata to customize the sidebar label and position:
```md title="docs/hello.md" {1-4}
---
sidebar_label: 'Hi!'
sidebar_position: 3
---
# Hello
This is my **first Docusaurus document**!
```
It is also possible to create your sidebar explicitly in `sidebars.js`:
```js title="sidebars.js"
export default {
tutorialSidebar: [
'intro',
// highlight-next-line
'hello',
{
type: 'category',
label: 'Tutorial',
items: ['tutorial-basics/create-a-document'],
},
],
};
```
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---
sidebar_position: 1
---
# Create a Page
Add **Markdown or React** files to `src/pages` to create a **standalone page**:
- `src/pages/index.js` → `localhost:3000/`
- `src/pages/foo.md` → `localhost:3000/foo`
- `src/pages/foo/bar.js` → `localhost:3000/foo/bar`
## Create your first React Page
Create a file at `src/pages/my-react-page.js`:
```jsx title="src/pages/my-react-page.js"
import React from 'react';
import Layout from '@theme/Layout';
export default function MyReactPage() {
return (
<Layout>
<h1>My React page</h1>
<p>This is a React page</p>
</Layout>
);
}
```
A new page is now available at [http://localhost:3000/my-react-page](http://localhost:3000/my-react-page).
## Create your first Markdown Page
Create a file at `src/pages/my-markdown-page.md`:
```mdx title="src/pages/my-markdown-page.md"
# My Markdown page
This is a Markdown page
```
A new page is now available at [http://localhost:3000/my-markdown-page](http://localhost:3000/my-markdown-page).
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---
sidebar_position: 5
---
# Deploy your site
Docusaurus is a **static-site-generator** (also called **[Jamstack](https://jamstack.org/)**).
It builds your site as simple **static HTML, JavaScript and CSS files**.
## Build your site
Build your site **for production**:
```bash
npm run build
```
The static files are generated in the `build` folder.
## Deploy your site
Test your production build locally:
```bash
npm run serve
```
The `build` folder is now served at [http://localhost:3000/](http://localhost:3000/).
You can now deploy the `build` folder **almost anywhere** easily, **for free** or very small cost (read the **[Deployment Guide](https://docusaurus.io/docs/deployment)**).
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---
sidebar_position: 4
---
# Markdown Features
Docusaurus supports **[Markdown](https://daringfireball.net/projects/markdown/syntax)** and a few **additional features**.
## Front Matter
Markdown documents have metadata at the top called [Front Matter](https://jekyllrb.com/docs/front-matter/):
```text title="my-doc.md"
// highlight-start
---
id: my-doc-id
title: My document title
description: My document description
slug: /my-custom-url
---
// highlight-end
## Markdown heading
Markdown text with [links](./hello.md)
```
## Links
Regular Markdown links are supported, using url paths or relative file paths.
```md
Let's see how to [Create a page](/create-a-page).
```
```md
Let's see how to [Create a page](./create-a-page.md).
```
**Result:** Let's see how to [Create a page](./create-a-page.md).
## Images
Regular Markdown images are supported.
You can use absolute paths to reference images in the static directory (`static/img/docusaurus.png`):
```md
![Docusaurus logo](/img/docusaurus.png)
```
![Docusaurus logo](/img/docusaurus.png)
You can reference images relative to the current file as well. This is particularly useful to colocate images close to the Markdown files using them:
```md
![Docusaurus logo](./img/docusaurus.png)
```
## Code Blocks
Markdown code blocks are supported with Syntax highlighting.
````md
```jsx title="src/components/HelloDocusaurus.js"
function HelloDocusaurus() {
return <h1>Hello, Docusaurus!</h1>;
}
```
````
```jsx title="src/components/HelloDocusaurus.js"
function HelloDocusaurus() {
return <h1>Hello, Docusaurus!</h1>;
}
```
## Admonitions
Docusaurus has a special syntax to create admonitions and callouts:
```md
:::tip My tip
Use this awesome feature option
:::
:::danger Take care
This action is dangerous
:::
```
:::tip My tip
Use this awesome feature option
:::
:::danger Take care
This action is dangerous
:::
## MDX and React Components
[MDX](https://mdxjs.com/) can make your documentation more **interactive** and allows using any **React components inside Markdown**:
```jsx
export const Highlight = ({children, color}) => (
<span
style={{
backgroundColor: color,
borderRadius: '20px',
color: '#fff',
padding: '10px',
cursor: 'pointer',
}}
onClick={() => {
alert(`You clicked the color ${color} with label ${children}`)
}}>
{children}
</span>
);
This is <Highlight color="#25c2a0">Docusaurus green</Highlight> !
This is <Highlight color="#1877F2">Facebook blue</Highlight> !
```
export const Highlight = ({children, color}) => (
<span
style={{
backgroundColor: color,
borderRadius: '20px',
color: '#fff',
padding: '10px',
cursor: 'pointer',
}}
onClick={() => {
alert(`You clicked the color ${color} with label ${children}`);
}}>
{children}
</span>
);
This is <Highlight color="#25c2a0">Docusaurus green</Highlight> !
This is <Highlight color="#1877F2">Facebook blue</Highlight> !