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Introduction to "Intelligence and Learning"

81.4K views
Mar 28, 2017
21:07

This video begins a new series accompanying my ITP spring 2017 course "Intelligence and Learning". The syllabus to this class can be found here: https://github.com/shiffman/NOC-S17-2-Intelligence-Learning Support this channel on Patreon: https://patreon.com/codingtrain To buy Coding Train merchandise: https://www.designbyhumans.com/shop/codingtrain/ Send me your questions and coding challenges!: https://github.com/CodingTrain/Rainbow-Topics Contact: Twitter: https://twitter.com/shiffman The Coding Train website: http://thecodingtrain.com/ Links discussed in this video: The Nature of Code Part 2 (Spring 2017) - Intelligence and Learning: https://github.com/shiffman/NOC-S17-2-Intelligence-Learning Nature of Code: http://natureofcode.com/ Creative Applications of Deep Learning with TensorFlow on Kadenze: https://www.kadenze.com/courses/creative-applications-of-deep-learning-with-tensorflow/info Andrew Glassner on Twitter: https://twitter.com/AndrewGlassner Books and Papers: Artificial Intelligence: A Modern Approach: http://aima.cs.berkeley.edu/ Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-Neural-Network/dp/1530826608/ref=sr_1_1?ie=UTF8&qid=1490467600&sr=8-1&keywords=Make+Your+Own+Neural+Network Grokking Algorithms book: https://www.manning.com/books/grokking-algorithms Grokking Deep Learning: https://www.amazon.com/Grokking-Deep-Learning-Andrew-Trask/dp/1617293709/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=natureofcode-20&linkId=5f6a237d0dd9051865f5e837ca7e0085 Patrick Henry Winston's website: http://people.csail.mit.edu/phw/ Craig Reynolds' Steering Behaviors: http://www.red3d.com/cwr/steer/ McCullogh-Pitts and Perceptron Models: http://ecee.colorado.edu/~ecen4831/lectures/NNet2.html Source Code for the all Video Lessons: https://github.com/CodingTrain/Rainbow-Code p5.js: https://p5js.org/ Processing: https://processing.org For More Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH For an Intro to Programming using p5.js: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA Help us caption & translate this video! http://amara.org/v/52I7/ 📄 Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct

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Introduction to "Intelligence and Learning" | NatokHD