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Python Artificial Intelligence Projects for Beginners

You're reading from   Python Artificial Intelligence Projects for Beginners Get up and running with Artificial Intelligence using 8 smart and exciting AI applications

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Product type Paperback
Published in Jul 2018
Publisher Packt
ISBN-13 9781789539462
Length 162 pages
Edition 1st Edition
Languages
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Author (1):
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Dr. Joshua Eckroth Dr. Joshua Eckroth
Author Profile Icon Dr. Joshua Eckroth
Dr. Joshua Eckroth
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Toc

Deep Learning

In this chapter, we'll cover some of the basics of deep learning. Deep learning refers to neural networks with lots of layers. It's kind of a buzzword, but the technology behind it is real and quite sophisticated.

The term has been rising in popularity along with machine learning and artificial intelligence, as shown in this Google trend chart:

As stated by some of the inventors of deep learning methods, the primary advantage of deep learning is that adding more data and more computing power often produces more accurate results, without the significant effort required for engineering.

In this chapter, we are going to be looking at the following:

  • Deep learning methods
  • Identifying handwritten mathematical symbols with CNNs
  • Revisiting the bird species identifier to use images
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