Live Stream #91: Session 3 of “Intelligence and Learning”

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United States The Coding Train
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Published on ● Video Link: https://www.youtube.com/watch?v=Do_Gftp_oug


Duration: 3:06:35
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In this live stream, I introduce the concept of "machine learning" and build a simple movie recommendation engine. In honor of May the 4th (Star Wars Day), I use a dataset of ratings for the Star Wars movies to create an algorithm that predicts star ratings for movies you haven't seen yet.

This video is part of the third session of my ITP "Intelligence and Learning" course (https://github.com/shiffman/NOC-S17-2-Intelligence-Learning)

Edited videos from this live stream coming soon!

35:12 - Intro to Session 3
1:06:25 - CC: Movie Recommendation Engine Part 1
1:42:13 - CC: Movie Recommendation Engine Part 2
2:13:03 - CC: Movie Recommendation Engine Part 3
2:55:19 - Conclusion/Q&A

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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:
Session 3 of Intelligence and Learning: https://github.com/shiffman/NOC-S17-2-Intelligence-Learning/tree/master/week3-classification-regression
Nature of Code: http://natureofcode.com/
My Phyllotaxis video: https://youtu.be/KWoJgHFYWxY
Programming Collective Intelligence Book: http://amzn.to/2qIj48o
Machine Learning on Coursera: https://www.coursera.org/learn/machine-learning
Machine Learning for Musicians and Artists on Kadenze: https://www.kadenze.com/courses/machine-learning-for-musicians-and-artists/info
Notes on Pearson's correlation coefficient: https://github.com/shiffman/NOC-S17-2-Intelligence-Learning/wiki/Glossary:-Statistics#correlation
ITP Thesis 2017: https://itp.nyu.edu/shows/thesis2017/



Source Code for the all Video Lessons: https://github.com/CodingTrain/Rainbow-Code

p5.js: https://p5js.org/
Processing: https://processing.org

For more Intelligence and Learning videos: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YJ3XfHhT2Mm4Y5I99nrIKX
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

Help us caption & translate this video!

http://amara.org/v/72nt/

📄 Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct



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2017-05-25Coding Train Live 93: Session 3 of “Intelligence and Learning” Continued
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