What are some practical use cases for Keras?
An example of an AI chatbot conversation about Keras use cases in machine learning.
What are some practical use cases for Keras?
Keras is widely used for various applications, including image classification, natural language processing, and time series forecasting.
Can you give me an example of image classification using Keras?
Sure! A common example is using Keras to build a convolutional neural network (CNN) to classify images from the CIFAR-10 dataset.
What about natural language processing?
In NLP, Keras can be used to create models for sentiment analysis, text generation, and language translation.
How does Keras compare to TensorFlow for these tasks?
Keras is actually a high-level API built on top of TensorFlow, making it easier to build and train models.
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