Theory is essential, but practice makes perfect. These interactive simulations and games are designed to build your intuition for how AI systems actually work.
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Why Interactive Learning?
AI concepts like "Gradient Descent" or "Backpropagation" can be abstract and mathematical. Interactive visualizations allow you to see the math in action, building a deeper, intuitive understanding.
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Available Modules
- Neuron Visualizer: See how inputs, weights, and biases combine to fire a neuron.
- Network Playground: Build and train simple neural networks in your browser.
- Gradient Descent Sim: Visualize how models minimize error by descending a loss landscape.
- Hyperparameter Sandbox: Experiment with learning rates and batch sizes to see their effect on training.
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