How to Run Linear Regression in Python Scikit-Learn - Part 1

Learn how to run Multiple Linear Regression Analysis using Python from scratch! Learn the process of Machine Learning and all the tasks / steps you must undertake. Then, learn how to apply them using some dummy data and a Multiple Linear Regression Algorithm in Python using scikit (SKLearn) library.
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Part 1 Link: • How to Run Linear Regr...
Part 2 Link: • Linear Regression in P...
Part 3 Link: • Machine Learning Linea...
How to Run Linear Regression in Python (2020) - Part 1
Tutorial Overview
Video 1:
1. What is Machine Learning?
2. Process of Machine Learning
3. Problem Formulation Phase
Video 2:
4. Loading the Raw Data
5. Data Preprocessing
• EDA - Exploratory Data ANalysis
• Data Cleaning
• Feature Selection
6. Splitting the Raw Data
Video 3:
7. What is Linear Regression Analysis
8. Running Regression
9. Evaluating the Model
10. How to use our Linear Regression model
How to download and install Python through Anaconda:
• How to Download PYTHON...
Data Analytics Course Link: ipidata.teachab...
Download the raw data & the Python Notebook:
github.com/Pit...
Seaborn Tutorial:
• Seaborn Python Tutoria...
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Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow Book:
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[@Data360YP]

Do you run Machine Learning models? If yes, do you follow a similar process?

[@vijaybhatt8060]

master storyteller and tutor

[@onlymusic2005]

Yiannis, you are far better than my master education tutor... I skip his lessons and come to your lessons (I am quite serious)... hope I will pass the module thanks to your tutorials... huge thank you

[@ashishasashu]

I start following you from Linked in. you are good at what you do keep posting and helpsing us

[@Data360YP]

Thanks Ashish!

[@sangeethasa1339]

well done :). i was unable get the part 2 for this video

[@Data360YP]

Hey Sangeetha, glad you liked it! Part 2 will be out in 3 days! Thanks!

[@Data360YP]

@wise guy hey, yes it's out now! Apologies for the delay :)

[@syahrulakbar7181]

THANK YOU SIR!

[@1974mkc]

Very well explained. Thank you very much

[@umashankarverma3179]

You are awesome bro,I follow your videos,your explanation are awesome.

[@Data360YP]

Glad you like them!

[@PetersonCharlesMONSTAH]

Hey bro, can you help me out with from sklearn.linear_model import LinearRegression? I get an error message from using.
This is the error message I'm getting. from R and python.ModuleNotFoundError Traceback (most recent call last)
in ()
----> 1 from sklearn.Linear_model import LinearRegression
2 regressor = LinearRegression()
3 regressor.fit(X_train, y_train)
ModuleNotFoundError: No module named 'sklearn.Linear_model'
Thanks bro.

[@Data360YP]

Hey, watch the end of this video where I show how to "install" libraries! This should fix it

[@obinnaamadi463]

Gr8 job man :) I was unable to download the machine learning process image, any idea how i have it successfully executed on my jupyter notebook? Thank you!

[@Data360YP]

It's because it's located in my pc. You don't need it though do you? Just download the notebook and do not "run" that cell

[@obinnaamadi463]

Yiannis, I love it the image, i find it very interesting. If i can get it I will i appreciate, if not I'm still grateful, and you still the best.

[@Data360YP]

@@obinnaamadi463 okay, I have uploaded the png file in Github. Same location with the other files :)

[@obinnaamadi463]

Thanks a million Yiannis, I sincerely appreciate.