🛡️ Overfitting & Regularization Lab

Tune a regularization strength dial and watch the bias-variance tradeoff reshape the fitted model live

📊 Machine Learning Algorithms

Algorithm Parameters

Algorithm:
Data Size: 100
Regularization (λ): 20

🧠 Neural Network Playground

Network Parameters

Layers: 3
Neurons/Layer: 8

📈 Data Science Lab

Data Parameters

Feature Count: 4
Sample Size: 80

📡 AI Telemetry

ML & NN Data

Algorithm Accuracy: ---
Network Loss: ---
Data Insights: ---

📚 AI & ML Facts

• Neural networks power modern AI

• Decision trees are interpretable models

• K-means finds clusters in data

• Data science enables actionable insights