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
Use case 1

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