Polynomial Regression using SKLEARN in Python 2021[NEW🔴]

Published: 26 March 2020
on channel: Financial Programming with Ritvik, CFA

15,776

296

In this tutorial video, we learned how to do Polynomial Regression in Python using Sklearn. For this, We used PolynomialFeatures class in scikit-learn python package. Click "Show more" to learn more 👇:-

✅ Wanna learn 𝐏𝐲𝐭𝐡𝐨𝐧 𝐟𝐨𝐫 𝐅𝐢𝐧𝐚𝐧𝐜𝐞 from Scratch? Then, this course is for you. Use code 𝐑𝐓𝐊𝟒𝟎 for 40% instant discount: https://fpritvik.com/python

👀 Want to 𝐝𝐢𝐬𝐜𝐮𝐬𝐬 𝐲𝐨𝐮𝐫 𝐩𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐰𝐢𝐭𝐡 𝐦𝐞 𝐚𝐧𝐝 𝐦𝐚𝐧𝐲 𝐦𝐨𝐫𝐞 𝐢𝐧𝐝𝐮𝐬𝐭𝐫𝐲 𝐞𝐱𝐩𝐞𝐫𝐭𝐬? Join the Exclusive Community (Use code FPOFF20 for 20% discount): https://fpritvik.com/ecommunity

👀 Business email: fpritvik@gmail.com

How to do Polynomial Regression using Scikit learn Python package?
Polynomial regression is a special case of linear regression (linear_model). For this, we perform linear regression after creating some polynomial features using scikit learn package.

What is Polynomial regression? (Source: Wiki)
In statistics, polynomial regression is a form of regression analysis in which the relationship between the independent variable x and the dependent variable y is modeled as an nth degree polynomial in x. Polynomial regression fits a nonlinear relationship between the value of x and the corresponding conditional mean of y, denoted E(y |x).

𝐆𝐞𝐭 𝐢𝐧𝐬𝐭𝐚𝐧𝐭 𝐮𝐩𝐝𝐚𝐭𝐞𝐬 𝐚𝐛𝐨𝐮𝐭 𝐭𝐡𝐞 𝐥𝐚𝐭𝐞𝐬𝐭 𝐯𝐢𝐝𝐞𝐨𝐬:
✉️ Join the Telegram Channel and be updated: https://t.me/FPRitvik
👔 Join the 𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧 𝐆𝐫𝐨𝐮𝐩 for peer-to-peer discussion: https://lnkd.in/f6ijsF2

𝐌𝐚𝐤𝐞 𝐬𝐮𝐫𝐞 𝐭𝐨 𝐬𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞 𝐬𝐨 𝐲𝐨𝐮 𝐝𝐨𝐧'𝐭 𝐦𝐢𝐬𝐬 𝐨𝐮𝐭 𝐨𝐧 𝐦𝐲 𝐟𝐮𝐭𝐮𝐫𝐞 𝐯𝐢𝐝𝐞𝐨𝐬:

✅ 𝐒𝐮𝐛𝐬𝐜𝐫𝐢𝐛𝐞:    / @financialprogrammingwithritvik
After subscribing, 𝐠𝐞𝐭 𝐟𝐫𝐞𝐞 𝐚𝐜𝐜𝐞𝐬𝐬 𝐭𝐨 𝐦𝐲 𝐆𝐨𝐨𝐠𝐥𝐞 𝐃𝐫𝐢𝐯𝐞: Follow steps on my YouTube Channel.
📸 Follow me on 𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦: @fp.ritvik :   / fp.ritvik
👉🏼 Follow me on 𝐓𝐰𝐢𝐭𝐭𝐞𝐫:   / ritvikdashora
👍 Like my 𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤 𝐏𝐚𝐠𝐞 to be updated:   / fp.ritvik

⌚TimeStamps:
Introduction (0:00)
What is Polynomial Regression (4:05)
How to do Polynomial Regression using sklearn (5:15)
Polynomial Features in sklearn (12:22)
Polynomial Regression modeling in Sklearn (17:00)
Polynomial Regression Curve (21:00)
R square metric in sklearn (27:35)

I used Anaconda jupyterlab for this code. It is an amazing platform for beginners. #fpritvik #regression

On this page of the site you can watch the video online Polynomial Regression using SKLEARN in Python 2021[NEW🔴] with a duration of hours minute second in good quality, which was uploaded by the user Financial Programming with Ritvik, CFA 26 March 2020, share the link with friends and acquaintances, this video has already been watched 15,776 times on youtube and it was liked by 296 viewers. Enjoy your viewing!