July 2017
Beginner to intermediate
486 pages
13h 49m
English
Content preview from Python Natural Language Processing
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Understanding mathematical concepts for ANN
This section is very important because ML, ANN, and DL use a bunch of mathematical concepts and we are going to see some of the most important ones. These concepts will really help you optimize your ML, ANN, and DL models. We will also see different types of activation functions and some tips about which activation function you should select. We are going to see the following mathematical concepts:
- Gradient descent
- Activation function
- Loss function
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