Coding Train Live 166.1: Finish Up Fourier + ml5 KNN

Channel:

The Coding Train

Subscribers:

1,740,000

Published on January 30, 2019 7:42:27 PM ● Video Link: https://www.youtube.com/watch?v=-VfWfi7Goik

Duration: 3:15:05

16,489 views

448

In this live episode, I finish up the Fourier Transform drawing example, and cover KNN Classification with image features.

💻 Drawing with Fourier transform and Epicycles challenge https://thecodingtrain.com/challenges/130-drawing-with-fourier-transform-and-epicycles

Timestamps:
3:37 Finish Fourier transform drawing example
1:20:08 KNN Classification with image features

References:
🔗 FFT on Algorithm Archive: https://www.algorithm-archive.org/contents/cooley_tukey/cooley_tukey.html
🔗 Complex Number on Wikipedia: https://en.wikipedia.org/wiki/Complex_number
🔗 Teachable Machine: https://teachablemachine.withgoogle.com/
🔗 ml5.js: https://ml5js.org
🔗 Machine Learning for the Web by Yining Shi: https://github.com/yining1023/machine-learning-for-the-web
🔗 How to build a Teachable Machine with TensorFlow.js by Nikhil Thorat: https://beta.observablehq.com/@nsthorat/how-to-build-a-teachable-machine-with-tensorflow-js
🔗 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: https://arxiv.org/abs/1704.04861
🔗 Webcam PacMan: https://storage.googleapis.com/tfjs-examples/webcam-transfer-learning/dist/index.html

Videos:
🎥 But what is the Fourier Transform? A visual introduction by 3Blue1Brown: https://youtu.be/spUNpyF58BY
🎥 Fourier Analysis For The Rest Of Us by GoldPlatedGoof: https://youtu.be/2hfoX51f6sg
🎥 Beginner's Guide to Machine Learning with ml5.js: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
🎥 Nearest Neighbors Recommendation Engine: https://youtu.be/N8Fabn1om2k

🚂 Website: http://thecodingtrain.com/
👾 Share Your Creation! https://thecodingtrain.com/guides/passenger-showcase-guide
🚩 Suggest Topics: https://github.com/CodingTrain/Suggestion-Box
💡 GitHub: https://github.com/CodingTrain
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💖 Membership: http://youtube.com/thecodingtrain/join
🛒 Store: https://standard.tv/codingtrain
🖋️ Twitter: https://twitter.com/thecodingtrain
📸 Instagram: https://www.instagram.com/the.coding.train/

🎥 Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
🎥 Intro to Programming: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA

🔗 p5.js: https://p5js.org
🔗 p5.js Web Editor: https://editor.p5js.org/
🔗 Processing: https://processing.org

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