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Hands-On Serverless Deep Learning with TensorFlow and AWS Lambda by Rustem Feyzkhanov

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Simple TensorFlow example

One of the great use cases for showing the power of deep learning is the MNIST (short for Modified National Institute of Standards and Technology) dataset. It consists of black and white pictures with handwritten digits, as shown in the following image:

Each image is labeled based on the digit that's written on the image. The task, in this case, is to predict the label based on the image. This kind of task is very difficult to implement using deterministic methods; as you can see in the preceding image, there are a lot of different ways of writing the same number. Therefore, you can't use a single template for prediction.  ...

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