Uploaded February 2019 | Updated September 2026, 1 week ago
Everyone needs to understand regression! Its a useful data science technique that allows us to understand the relationship between different variables. In this video, we'll play the role of a newly hired data analyst at a genetics company trying to find the relationship between advertising mediums (TV, newspaper, radio) and ticket sales to our newly opened theme park. Along the way, we'll learn about 5 types of regression models (linear, non-linear, multiple, lasso, and ridge). Expect math, code, and layers of explanation. Enjoy!
Code for this video:
github.com/llSourcell/ISL-Ridge-Lasso
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More learning resources:
youtube.com/watch?v=XdM6ER7zTLk
analyticsvidhya.com/blog/2017/06/a-comprehensive-guide-for-linear-ridge-and-lasso-regression
statisticsbyjim.com/regression/choose-linear-nonlinear-regression
hbr.org/2015/11/a-refresher-on-regression-analysis
blog.minitab.com/blog/adventures-in-statistics-2/how-to-interpret-regression-analysis-results-p-values-and-coefficients
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theschool.ai
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Everyone needs to understand regression! Its a useful data science technique that allows us to understand the relationship between different variables. In this video, we'll play the role of a newly hired data analyst at a genetics company trying to find the relationship between advertising mediums (TV, newspaper, radio) and ticket sales to our newly opened theme park. Along the way, we'll learn about 5 types of regression models (linear, non-linear, multiple, lasso, and ridge). Expect math, code, and layers of explanation. Enjoy!
Code for this video:
github.com/llSourcell/ISL-Ridge-Lasso
Please Subscribe! And Like. And comment. Thats what keeps me going.
Want more education? Connect with me here:
Twitter: twitter.com/sirajraval
instagram: instagram.com/sirajraval
Facebook: facebook.com/sirajology
More learning resources:
youtube.com/watch?v=XdM6ER7zTLk
analyticsvidhya.com/blog/2017/06/a-comprehensive-guide-for-linear-ridge-and-lasso-regression
statisticsbyjim.com/regression/choose-linear-nonlinear-regression
hbr.org/2015/11/a-refresher-on-regression-analysis
blog.minitab.com/blog/adventures-in-statistics-2/how-to-interpret-regression-analysis-results-p-values-and-coefficients
Join us at the School of AI:
theschool.ai
Join us in the Wizards Slack channel:
wizards.herokuapp.com
Please support me on Patreon:
patreon.com/user?u=3191693
Signup for my newsletter for exciting updates in the field of AI:
goo.gl/FZzJ5w
Hit the Join button above to sign up to become a member of my channel for access to exclusive content! Join my AI community: chatgptschool.io Sign up for my AI Sports betting Bot, WagerGPT! (500 spots available): https://www.wagergpt.xyz
