Good intro to neural nets book?

In summary, a neural network is an artificial intelligence modeled after the human brain, consisting of interconnected neurons that process information to make predictions or decisions. They learn through training and backpropagation, adjusting connections between neurons based on data. There are many intro to neural networks books available, and while some understanding of math and programming may be helpful, there are also online resources and courses for beginners to learn about neural networks.
  • #1
Dragonfall
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Any suggestions? I'm coming from a math/crypto background.
 
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  • #2
Not sure about any books, but you might try Hinton's course on Coursera (https://www.coursera.org/course/neuralnets). Not slated to start again for a while, but maybe you can get the videos.

There's also an introduction to them in Coursera's ML class with Andrew Ng, which was an enjoyable and easy intro to Machine Learning in general.
 

Related to Good intro to neural nets book?

What is a neural network?

A neural network is a type of artificial intelligence that is modeled after the human brain. It consists of a network of interconnected nodes, or neurons, that work together to process information and make predictions or decisions.

How do neural networks learn?

Neural networks learn through a process called training, where they are exposed to a large amount of data and adjust the connections between neurons to improve their performance on a specific task. This is often done through an algorithm called backpropagation, which calculates the error between the network's output and the desired output and adjusts the weights accordingly.

What is a good intro to neural nets book?

There are many good intro to neural nets books available, but some popular options include "Neural Networks and Deep Learning" by Michael Nielsen, "Deep Learning" by Yoshua Bengio, Ian Goodfellow, and Aaron Courville, and "Make Your Own Neural Network" by Tariq Rashid.

Do I need a background in math or programming to understand a neural nets book?

Some understanding of math and programming is helpful when reading a neural nets book, but many introductory books provide explanations and examples that are accessible to beginners. It may require some additional effort to fully understand the concepts, but it is possible for those without a strong background in math or programming to learn about neural networks.

Are there any online resources for learning about neural networks?

Yes, there are many online resources available for learning about neural networks. Some popular options include online courses on platforms like Coursera and Udemy, as well as tutorials and articles on websites like Towards Data Science and Medium. Additionally, many universities offer free online courses on neural networks through platforms like edX and Coursera.

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