Titlebook: Deep Learning Pipeline; Building a Deep Lear Hisham El-Amir,Mahmoud Hamdy Book 2020 Hisham El-Amir and Mahmoud Hamdy 2020 deep learning.dee

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Feature Selection and Feature EngineeringFeature selection and engineering are important steps in a . and involves all the techniques adopted to reduce their dimensionality. Most of the time, these steps come after cleaning the dataset.

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Improving Deep Neural NetworksWe’re still on the subject of gradient descent. But let’s now talk about gradient optimization, because of its importance to gradient descent. It is an optimization method for finding the minimum of a function, and it’s important in deep learning. It works to update the weights of the neural network through backpropagation.

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Build Your First Toy TensorFlow app come to your mind and many developers too, when you see a TensorFlow word, but yes, TensorFlow is a very valuable package in deep learning. However, there are many packages like it that are compatible with deep learning.

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