Linear Regression in Python | Machine Learning | Linear Regression Algorithm | Great Learning

This Linear Regression Tutorial will introduce you to the concept of linear regression and in the process tell you what regression analysis is and how can you implement simple and multiple linear regression using Python

This tutorial will focus on two main broad topics that are Simple Linear Regression and Multiple Linear regression. Throughout the tutorial, key points are illustrated with clear, step-by-step examples for better understanding. By the end of the tutorial, you will be able to compute all of the essential outputs for simple linear regression and multiple regression. Most important, you will be able to correctly interpret the outputs you produce.

Linear regression is a common Statistical Data Analysis technique that is widely being used. Commonly, it is used to determine the extent to which there is a linear relationship between a dependent variable and one or more independent variables. In this tutorial, we will be addressing various aspects such as excel implementation of Linear regression, Python notebook implementation, learning objective and much more that would help you to ace your skills in " Linear Regression" along with the examples and visuals that would help to understand the whole process in a better way.

🏁 Topics Covered:
0:00- Introduction
0:23-Learning objective
01:14-Simple and multiple linear regression
45:02- excel implementation of Linear regression
1:12:00- Python notebook implementation.

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[MohitKumar-dynf]

Please upload lectures on all regression algorithms...

[aejazvelani]

i feel great about the @GreatLearning but one thing is you guys dont share the dataset and python files i've been to many webminars and courses across different popular platform and they dont turn up to be popular only for one reason thats the SUPPORT either Guiding a student or with the files and dataset to practice but yeah the way great learning takes the session with many different projects and faculty 's is great i hope you share the files so i too can spread the word for Great learning on Social media.

[pratikjoshi]

Hi.. Please provide foundation course for analytics which would consist of statistics, probability, linear algebra, calculus, excel. All prerequisites in one basic course before undertaking advanced analytics concepts.

[mk-ybcc]

New to machine learning. Need a clarification on the point in the video where it states that salary can be predicted for the experience with in the range provided in the model i.e. from 1.1 years to 8.2 years. For the value of experience greater than 8.2 years, the model fails. By this can it be made out, Using linear regression models, future prices for the houses or stocks etc. cannot be predicted? Please

[appliedlearningwithdg]

Please share link to data files CSV, excel and python notebooks.

[daniyalahmad]

Please ye video urdu ya hindi may bana do