TensorFlow is a machine-learning framework for building and running models. It provides a broad set of tools for model development and deployment, helping teams investigate custom learning workflows beyond calling an existing hosted AI service.
Build a model around your own data
Explore training tools when a product problem requires a task-specific model and you have data suitable for learning that task.
Bring model behavior into an application
Use the framework's deployment ecosystem when researching how a trained model could support predictions or other features in a real product workflow.