Keras
The Python deep learning API for humans, emphasizing simplicity and speed over low-level control.
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Why Keras?
Beginner-Friendly
High-level API with intuitive abstractions for rapid model building (now part of TensorFlow).
Backend Agnostic
Runs on TensorFlow, Theano, or CNTK (though TF is now the primary backend).
Modular Design
Layer-centric API for stacking Dense, Conv2D, LSTM, etc., with minimal code.
Fast Prototyping
Build and train models in minutes with built-in optimizers and callbacks.
Deployment Ready
Export models to TFLite, ONNX, or web formats for edge/cloud deployment.
Where Keras Shines
Educational Projects
Quick Proof-of-Concepts
Startup MVPs
Standard DL Models (CNNs/RNNs)
Transfer Learning
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