EPISODE · Jan 18, 2017 · 48 MIN
Linear Regression Machine Learning (tutorial)
from Siraj Raval
I'll perform linear regression from scratch in Python using a method called 'Gradient Descent' to determine the relationship between student test scores & amount of hours studied. This will be about 50 lines of code and I'll deep dive into the math behind this. Code for this video: https://github.com/llSourcell/linear_regression_live Please subscribe! And like. And comment. That's what keeps me going. And yes, this video is apart of my 'Intro to Deep Learning series' More learning resources: http://mathinsight.org/image/partial_derivative_as_slope http://www.dummies.com/education/math/calculus/how-to-use-a-partial-derivative-to-measure-a-slope-in-three-dimensions/ https://spin.atomicobject.com/2014/06/24/gradient-descent-linear-regression/ https://www.quora.com/What-is-an-intuitive-explanation-of-gradient-descent http://machinelearningmastery.com/gradient-descent-for-machine-learning/ Join us in the Wizards Slack Channel: http://wizards.herokuapp.com/ Please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
What this episode covers
I'll perform linear regression from scratch in Python using a method called 'Gradient Descent' to determine the relationship between student test scores & amount of hours studied. This will be about 50 lines of code and I'll deep dive into the math behind this. Code for this video: https://github.com/llSourcell/linear_regression_live Please subscribe! And like. And comment. That's what keeps me going. And yes, this video is apart of my 'Intro to Deep Learning series' More learning resources: http://mathinsight.org/image/partial_derivative_as_slope http://www.dummies.com/education/math/calculus/how-to-use-a-partial-derivative-to-measure-a-slope-in-three-dimensions/ https://spin.atomicobject.com/2014/06/24/gradient-descent-linear-regression/ https://www.quora.com/What-is-an-intuitive-explanation-of-gradient-descent http://machinelearningmastery.com/gradient-descent-for-machine-learning/ Join us in the Wizards Slack Channel: http://wizards.herokuapp.com/ Please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
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Linear Regression Machine Learning (tutorial)
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