April 2025
Intermediate
384 pages
11h 15m
English
Content preview from Machine Learning and AI with Simple Python and Matlab Scripts
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Index
- a
- activation function 8
- algorithmic trading 3, 51, 55, 57
- Alzheimer's disease 67
- Alzheimer's disease prognosis 4
- ANN 2, 7, 23
- activation function 8
- algorithmic trading 3, 51, 55, 57, 58
- Alzheimer's disease 68
- Alzheimer's disease prognosis 4
- architecture 3, 7
- back propagation 14, 28, 30
- back testing 58
- bias 17
- bike rental example 3, 41
- computational complexity 18
- forward propagation 12, 28
- hidden layers 25
- inputs 24
- learning rate 29, 32
- LOOCV 69
- loss 17
- natural language processing 83
- neuron 8
- NLP 4, 83
- NLP ANN architecture 88
- normalization of inputs and outputs 19
- normalized inputs and oututs 31
- outputs 24
- rectilinear unit 9
- RELU 9
- sigmoid 9
- sleep‐study example 3, 25
- synapses 10
- tick data 88
- training 11, 12, 18
- training with matrices 26
- updating weights 17, 29
- weights 10
- artificial intelligence 1, 2
- artificial neural network 2, 7, 23
- attenion scores 193
- attention 191
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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.