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🧠

Deep Learning

Explore different types of neural networks and their architectures

7 Neural Network Types • 7 Lessons • 7 Games • 7 Quizzes • 8 Visualizers

🧠

Feedforward Neural Networks

The simplest neural network - data flows forward without loops

Start Lesson →
🏗️

Network Architect Game

Design your own feedforward network architecture

Play Game →
🔄

Recurrent Neural Networks (RNN)

Networks with memory - perfect for sequences and time series

Start Lesson →
📝

Text Predictor Game

Predict the next word using sequence memory

Play Game →
🖼️

Convolutional Neural Networks (CNN)

Specialized for image processing with filters and pooling

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🔍

Filter Detective Game

Match filters to detect edges, blurs, and patterns

Play Game →
⏳

Long Short-Term Memory (LSTM)

Advanced RNN that solves the vanishing gradient problem

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🎯

Sequence Memory Master

Test your long-term sequence memory skills

Play Game →
🎨

Generative Adversarial Networks (GAN)

Two networks compete - generator vs discriminator

Start Lesson →
🕵️

Real or Fake Detective

Identify real vs AI-generated patterns

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🔐

Autoencoders

Compress and reconstruct data through bottleneck layers

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🧹

Image Denoiser Game

Remove noise while preserving image quality

Play Game →
⚡

Transformer Networks

Self-attention mechanism powering GPT and modern LLMs

Start Lesson →
🎓

Attention Master Game

Identify which words should attend to each other

Play Game →

🔬 Interactive Visualizers

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Neural Architecture Builder

Build custom neural networks and watch forward propagation

Launch Visualizer →
🔲

Convolution Operation Demo

See how CNN filters slide across images

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🎯

Attention Mechanism

Visualize self-attention in Transformer networks

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⚔️

GAN Training Simulator

Watch generator and discriminator compete in real-time

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➡️

Feedforward NN Visualizer

Visualize forward propagation and training in basic neural networks

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🔄

RNN Sequence Processor

See how RNNs process sequences with hidden state memory

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🚪

LSTM Gates Visualizer

Explore forget, input, and output gates in LSTMs

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🗜️

Autoencoder Visualizer

Watch data compression and reconstruction through bottleneck layers

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📝 Test Your Knowledge

📋

Deep Learning Quizzes

Take quizzes for each neural network type to test your understanding

View All Quizzes →