3.4: Linear Regression with Gradient Descent - Intelligence and Learning

Subscribers:
1,740,000
Published on ● Video Link: https://www.youtube.com/watch?v=L-Lsfu4ab74



Duration: 21:33
142,783 views
2,565


In this video I continue my Machine Learning series and attempt to explain Linear Regression with Gradient Descent.

My Video explaining the Mathematics of Gradient Descent: https://youtu.be/jc2IthslyzM

This video is part of session 3 of my Spring 2017 ITP "Intelligence and Learning" course (https://github.com/shiffman/NOC-S17-2-Intelligence-Learning/tree/master/week3-classification-regression)


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:
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/
kwichmann's Linear Regression Diagnostics: https://kwichmann.github.io/ml_sandbox/linear_regression_diagnostics/
Linear Regression on Wikipedia: https://en.wikipedia.org/wiki/Linear_regression


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

Help us caption & translate this video!

http://amara.org/v/7Yh8/

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







Tags:
live
programming
daniel shiffman
creative coding
coding challenge
tutorial
coding
challenges
coding train
the coding train
nature of code
artificial intelligence
itp nyu
neural network
intelligence creative coding
neural network artist
intelligence and learning
machine learning
machine learning art
linear regression
linear regression javascript
regression algorithm
linear regression math
gradient descent