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About Neural Networks For Machine Learning: Lecture 1a Why Do We Need Machine Learning?
The document provides an overview of machine learning and neural networks. It discusses that machine learning aims to produce programs that can solve problems by learning from examples, rather than having to be explicitly programmed for each task. This overcomes issues with writing programs by hand for complex tasks like object recognition. Neural networks are introduced as a machine learning approach inspired by the brain that has been successful for tasks like image and speech recognition. Simple models of neurons are also described, including linear neurons and binary threshold neurons.
Detailed Information
| Author: | ['Arthur Helfstein Fragoso Zeitgeist'] |
|---|---|
| Publication Year: | 2012 |
| Pages: | 48 |
| Language: | English |
| Format: | |
| Price: | FREE |
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