Welcome to the Keras tutorials section! Whether you're a beginner or an experienced practitioner, these resources will help you master deep learning concepts using Keras. Let's dive in!
📚 Core Concepts for Beginners
Neural Network Basics
Understand layers, activation functions, and model compilation.
Read more →Quick Start Guide
Build your first model with just a few lines of code!Code_Execution
Try the example →
🔧 Advanced Features
Custom Layers & Loss Functions
Extend Keras with your own logic.Custom_Layer
Explore details →Model Optimization Techniques
Learn about regularization, callbacks, and early stopping.Optimization
Check the guide →
🧪 Hands-On Projects
Image Classification
Use CNNs to recognize objects in images.Image_Classification
Start the project →Text Generation with RNNs
Create models that generate text based on patterns.Text_Generation
View the code →
🌐 Community & Resources
- Keras Documentation - Official guides and API references
- Keras Examples GitHub - Real-world code samples
- Keras Forum - Discuss with developers and enthusiasts
💡 Pro Tip: Always start with the beginner-friendly tutorial to grasp foundational concepts before diving into advanced topics. Happy learning! 🚀