How to do Linear Regression in Python| From importing dataset to printing model summary| OLS method

Simple Linear Regression in Python using Jupyter Notebook -
In this Video we will predict the salary of graduating students using simple linear regression model . We use training data that contains the salary of 50 graduating students and their corresponding percentage marks in grade 10 (dummy data)
Steps covered:
Importing dataset
Investigating data
Identifying the features(X) and outcome (Y) variable
Splitting the dataset into training and test sets
Predicting Y (Salary)
Fit the model using both OLS() method and LinearRegression method
Measuring Model Accuracy
Scatter Plot
Print model summary
#MachineLearning #PythonMachineLearning #MachineLearningTutorial #Python #PythonTutorial #PythonTraining #LinearRegression #Jupyternotebook #PythonJupyter

[@davidmusuya5538]

You are a perfect teacher , you made me understand python well

[@PillsLifestyleReviews]

It was difficult to find a video like this. Thank you Megha!

[@ketakipatil967]

Awesome! Just what I was looking for!

[@sreeranjan]

Wow Excellent Explanation 😍😍

[@sumantadas9098]

Great work. Keep uploading videos on python.

[@khusbukhatun6817]

Thank you ma'am. This is really helpful 😊

[@kunalshendre2692]

Thanks mam very helpful video

[@sam-mv6vj]

Please continue your work this is very helpful

[@askpioneer]

great and simple language video. one correction or suggestion, kindly share ipynb file , which helps to do further research. also if model is predicting low or unacceptable , what should we do ? if you can answer it will be complete experience. like to change algorithm or something else ?

[@masonlee8573]

Thank you ! Was a great review for me

[@jongcheulkim7284]

Thank you so much. This is very helpful.

[@tharunraju5650]

guys, for the last piece of code, what does she put to calculate the difference, ive typed it in until pred_y

[@princessnwaru]

Thank you so much

[@swatisingh4041]

Please make some videos on Random Forest and Neural network algorithms.

[@wide_bedroom]

madam pls do videos on ml using python .

[@MehtabAfzal-i3t]

From where to get dataset

[@emerging_entrepreneur742]

Where is the dataset link ?

[@saurabharbal4474]

please provide the dataset link

[@Slantz00]

Madam Can you please make videos on all machine learning concepts too

[@MeghaNarang]

sure, i try to upload videos on Tableau and Python ML whenever I can. Lately, it became slow due to my schedule but will try to upload a new video soon.

[@saurabharbal4474]

@@MeghaNarang please provide the dataset link

[@sahelidas1497]

Could you please share the dataset?