Welcome to the TensorFlow Playground! This interactive tool lets you experiment with neural networks in real-time. Here's a quick guide to get started:
📌 Step 1: Load the Dataset
- Click the "Data" tab to select a dataset (e.g., MNIST, CIFAR-10)
- 🧪 Try different configurations like input scaling or data normalization
📌 Step 2: Configure the Model
- Adjust neurons in hidden layers using the slider
- 🎨 Choose activation functions (ReLU, sigmoid, etc.)
- 🔧 Modify learning rates and batch sizes
📌 Step 3: Train & Visualize
- Press "Train" to start the network learning
- 📊 Watch the loss curve update in real-time
- 🔍 Use the "Plot" feature to analyze weights and biases
📚 Need more details? Check out the official TensorFlow documentation for in-depth guides!
🌐 Extend Your Learning
- Explore different architectures: TensorFlow Models
- Dive into advanced features: TensorFlow Tutorials
- Join the community: TensorFlow Forum