Keras is a high-level, open-source deep learning library, built to make designing and training neural networks considerably more approachable than working directly with lower-level frameworks. It runs on top of TensorFlow, and is widely used both by beginners learning machine learning and by professionals building production AI systems.
Why Keras Is Popular
- A simple, readable, and genuinely approachable API
- Considerably faster to prototype with than working directly in raw TensorFlow
- A large community and extensive documentation, making it easier to find help
- Well suited to both quick experimentation and full production deployment
Typical Use Cases
- Building image recognition and classification models
- Building natural language processing systems
- General predictive modelling and forecasting
Relevance to a Website Owner
Keras isn't something a typical WordPress site owner ever touches directly, but it sits behind the scenes in many of the machine learning models that power the AI-driven tools — recommendation engines, content classifiers, and image recognition features — increasingly built into modern plugins and services.
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