The Mathematics behind AI
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#emmynoetherawards How AI works. The mathematics of AI How AI works Introduction to neural networks and perceptrons Mathematics in artificial intelligence. In this video we review the first ideas about artificial intelligence. From the first postulates of neural networks such as the simple perceptron to something a little more sophisticated like the multilayer perceptron. We see the application of differential calculus to this invention. They also have a link to the neural network code taught in the video in Python and Java. Gradient descent. Directional derivative. Perceptrons. Python and Java code for each concept: https://github.com/SamC4r/RedesNeuron... Recommended resources + bibliography: 1. Calculus - Stewart sixth edition (chapter 14, partial derivatives) 2. An introduction to Neural Networks (Eight edition). (1996) https://www.infor.uva.es/~teodoro/neu... 3. Neural Networks and Deep Learning - Michael Nielsen https://static.latexstudio.net/articl... ---------------------------------------------------------------------------------------------------------------------------------------- Erratum: At 5:08 Output should not be equal to Q since that is not the expected output but the actual output of the perceptron that will then approximate Q. Thanks Luciano ---------------------------------------------------------------------------------------------------------------------------------------- Discord for questions: / discord Demo version: https://zaimmu.itch.io/save-the-villa... Demo version 2: https://github.com/SamC4r/ReverseShel... Check out my other Cybersecurity videos: 1. Penetration Testing in Windows: • Video 2. Create Trojan: • Video Programming first game in JAVA Java: Programming game in Java 2020 1. • How to create a simple game in JAVA ... 2. • How to create a simple game in JAVA ... Basketball highlights:} 1. • Amazing ankle breakers +things to do... 2. • Dunks in low rim! - AaAMaZinG dunks 2...
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