Live Stream #88: Session 1 of “Intelligence and Learning”
411This live stream archive is the first session of the ITP "Intelligence and Learning" course (spring 2017)
https://github.com/shiffman/NOC-S17-2-Intelligence-Learning
In this video, I introduce the class and discuss the Breadth-First Search algorithm.
Edited videos from this live stream coming soon!
14:49 - Intro to "Intelligence and Learning"
44:24 - Intro to Session 1
1:07:34 - Coding Challenge: Breadth-First Search Part 1
1:32:33 - Coding Challenge: Breadth-First Search Part 2
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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/
My Video on Prototypes: https://youtu.be/hS_WqkyUah8
My Video on Associative Arrays: https://youtu.be/_5jdE6RKxVk
The Oracle of Bacon: http://oracleofbacon.org/
Breadth-First Search on Wikipedia: https://en.wikipedia.org/wiki/Breadth-first_search
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 an Introduction to Programming: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA&t=3s
For my Nature of Code videos: https://www.youtube.com/watch?v=6vX8wT1G798&list=PLRqwX-V7Uu6YVljJvFRCyRM6mmF5wMPeE&index=1
For More Live Streams: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6bxnFR6no70vlxxuxDEzflz
For More Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
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