July 2017
Beginner to intermediate
486 pages
13h 49m
English
Content preview from Python Natural Language Processing
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Structure of the neurons
We have seen the overall neural network structure, but we haven't yet seen what each neuron is made of and what the structure of the neurons is. So, in this section, we will look at the structure of each single input neuron.
We will look at the following structures:
- Basic neuron structure
- Training a single neuron
- Single neuron application
- Multi-layer neural network
- Backpropagation
- Mathematics behind the word2vec model
In this, we will heavily include the mathematical formulas. If you are not from a mathematical background, then don't worry. I will give you explanations in simple words so you know what is going on in each section.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.