How to Build a Linear Regression Model in Python | Part 1

Linear Regression is used to model the relationship between to variables. The real strength of this model is its simplicity which makes implementing it and interpreting the results easy. In this series, we build a linear regression model using the Sklearn library in Python.

Video Resources:
--------------------------------------------------
Resource: GitHub File

Resource: Sigma Coding Linear Regression Folder

Resources:
--------------------------------------------------

Support Sigma Coding:
--------------------------------------------------

Related Topics:
--------------------------------------------------
Title: How to Build a Linear Regression Model in Python | Part 1

Title: How to Build a Linear Regression Model in Python | Part 2

Title: How to Build a Linear Regression Model in Python | Part 3

Title: How to Build a Linear Regression Model in Python | Part 4

Title: Multiple Regression Analysis in Python | Part 1

Title: Multiple Regression Analysis in Python | Part 2

Title: Multiple Regression Analysis in Python | Part 3

Title: Multiple Regression Analysis in Python | Part 4

Title: Multiple Regression Analysis in Python | Part 5

**Amazon Associates Disclosure:
--------------------------------------------------

Tags:
--------------------------------------------------
#MachineLearning #Python #SimpleRegression

[matthewroesener]

Great video! I’ve been working on some similar python regression videos as well but focused more in the finance world.

[immanuelsuleiman]

i love your teaching style
thank you for your effrots

[berkayaltuntas]

There is a problem that my excel file does not fit while I expecting df.head() solution. Area and price does not fit as in the video

[olegserdyuk]

Awesome video. Thanks. The only thing is when I try to fit model I get an error: invalid type promotion. "Y" need to be converted to numeric. But then coefficient and intercept does not match your result.

[karakol]

I just discovered your channel! Fantastic stuff! Can you do a video/demo on KNN?

[ScottRachelson]

Thanks, I found the file and loaded the data. everything went smoothly except I didn't see the index numbers in the excel file, only the dates, so no need to remove them. Also, when I checked the data types using the "dtypes" command, it said the data types were "objects" not floats. I don't understand what I did wrong. Any suggestions?

[nicholasranieri]

How did you load the excel file into the notebook? I keep getting "[Errno 2] No such file or directory" thanks for your videos just finished your beautifu soup tuts it was great - as a novice you are easy enough to follow along but use advanced techniques!

[introspectiveengineer]

Hey I have a quick question about this. Why are you using Jupyter notebook instead of regular python? Is there any specific reason? I notice a lot of fintech/stats people are doing it too

[ScottRachelson]

How do I access the data file from Github so I can save it to my computer? I've never worked with Github.

[charithkrish]

Hi sir, any applications of machine learning algorithms for panel data..?

[davedavem]

Hi, great tutorial! I can't import statsmodels.api - is that a proprietary library?

Edit: seems to be part of Anaconda?

[sunshine-dely]

hi thanks for Great video, i am not able to load the data . could you please help me to explain in detail

[philistineau]

Came here for linear regression, stayed for pronunciation of "Mobile" instead of "Mobil".

[harryfeldman]

15 minutes into your 20 minute REGRESSION video and you're cleaning the data still. Who exactly is this video for?