Meta Description: A beginner’s guide to TensorFlow and Keras for building your first neural networks.
TensorFlow is one of the most popular deep learning frameworks. Used by companies like Google, Airbnb, and Intel, it’s powerful yet accessible thanks to Keras.
What is Keras?
Keras is a high-level API built into TensorFlow. It makes building neural networks simple and intuitive, requiring much less code than raw TensorFlow.
Building a Simple Model
Define Structure by stacking layers. Compile by choosing an optimizer and loss function. Fit by training on your data.
Key Concepts
Tensors are multi-dimensional arrays. Layers are building blocks of the network. Epochs are how many times the model sees the entire dataset.
Conclusion
TensorFlow and Keras is the perfect starting point for deep learning. It balances ease of use with production-grade power. Explore ChatGPT Tools or return to the Tools Overview.
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