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Ages 15-18

Neural Networks & Deep Learning

Enter the world of Deep Learning! Understand how neural networks work, build image recognition systems, and create AI that can process natural language.

28

hours

14

lessons

3000

XP

Free Course

Start Learning Today!

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What's Included

What You'll Learn

Skills and knowledge you'll gain from this course

Hands-On Coding

Write real code and see it work instantly in your browser!

Creative Projects

Build fun projects that you can share with friends and family!

Your Learning Journey

Follow these steps to become a coding superstar!

1

Start Here!

Begin

Learn the basics and get comfortable with coding concepts

2

Practice & Build

Learn

Course Content

14 lessons to master AI_ML

3000 Total XP
1

The Brain Connection

150
Full lifetime access
Interactive code editor
Quizzes & challenges
Earn XP & achievements

Perfect for beginners

No prior experience needed

This course is designed specifically for kids to learn coding in a fun and interactive way!

Earn Rewards

Collect XP points and badges as you complete lessons!

Apply what you learn by completing fun coding exercises

3

Complete Challenges

Challenge

Test your skills with quizzes and mini-projects

Earn Your Certificate!

Complete

Finish all lessons to get your course completion certificate!

How neural networks are inspired by the human brain

Interactive
Hands-on codingCode
Quiz
2

Neurons and Layers

170

Understand the building blocks of neural networks

Interactive
Hands-on codingCode
Quiz
3

Activation Functions

160

Learn how neurons decide to 'fire' or not

Interactive
Hands-on codingCode
Quiz
4

Forward Propagation

180

Follow data through a neural network step by step

Interactive
Hands-on codingCode
Quiz
5

Backpropagation: Learning from Mistakes

200

Discover how neural networks learn by adjusting weights

Interactive
Hands-on codingCode
Quiz
6

Loss Functions and Optimization

180

Measure errors and minimize them effectively

Interactive
Hands-on codingCode
Quiz
7

Building Neural Networks with TensorFlow

220

Create your first neural network with real code

Interactive
Hands-on codingCode
Quiz
8

Convolutional Neural Networks (CNNs)

220

Powerful networks designed for image processing

Interactive
Hands-on codingCode
Quiz
9

Image Classification Project

250

Build an AI that recognizes objects in photos

Interactive
Hands-on codingCode
Quiz
10

Recurrent Neural Networks (RNNs)

200

Networks that remember sequences, perfect for text

Interactive
Hands-on codingCode
Quiz
11

Natural Language Processing Basics

200

Teach AI to understand and generate human language

Interactive
Hands-on codingCode
Quiz
12

Sentiment Analysis

180

Build AI that understands emotions in text

Interactive
Hands-on codingCode
Quiz
13

Transfer Learning

190

Use pre-trained models to supercharge your AI

Interactive
Hands-on codingCode
Quiz
14

Project: Smart Image Analyzer

300

Create an advanced image classification system!

Interactive
Hands-on codingCode
Quiz