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3-Minute Data Science
Linear Regression in 3 Minutes

Get a free 3 month license for all JetBrains developer tools (including PyCharm Professional) using code 3min_datascience: ...

3:55
Linear Regression in 3 Minutes

173,233 views

3 years ago

The Organic Chemistry Tutor
Linear Regression Using Least Squares Method - Line of Best Fit Equation

This statistics video tutorial explains how to find the equation of the line that best fits the observed data using the least squares ...

15:05
Linear Regression Using Least Squares Method - Line of Best Fit Equation

1,883,246 views

5 years ago

dataminingincae
Video 1: Introduction to Simple Linear Regression

We review what the main goals of regression models are, see how the linear regression models tie to the concept of linear ...

13:29
Video 1: Introduction to Simple Linear Regression

2,002,269 views

10 years ago

Visually Explained
Linear Regression in 2 minutes

Linear Regression in 2 minutes. --------------- Credit: Manim and Python : https://github.com/3b1b/manim Blender3D: ...

2:34
Linear Regression in 2 minutes

545,266 views

4 years ago

Sara Kamel
[Numerical Methods] Lecture 1: Linear Regression

Least Squares Method - Linear Regression - Linearized Models - Polynomial Regression.

1:09:46
[Numerical Methods] Lecture 1: Linear Regression

5,131 views

4 years ago

Eugene O'Loughlin
How To... Perform Simple Linear Regression by Hand

Learn how to make predictions using Simple Linear Regression. To do this you need to use the Linear Regression Function (y = a ...

10:55
How To... Perform Simple Linear Regression by Hand

1,936,694 views

9 years ago

Steve Crow
Linear Regression Least Squares Method

This video shows how to approximate the equation of a line using the least squares method.

16:56
Linear Regression Least Squares Method

42,137 views

8 years ago

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numiqo
Regression Analysis | Full Course 2025

This comprehensive YouTube course covers Regression Analysis from the ground up, helping you master the theory, application, ...

1:09:13
Regression Analysis | Full Course 2025

142,807 views

11 months ago

zedstatistics
Learn Statistical Regression in 40 mins! My best video ever. Legit.

See all my videos at: https://www.zstatistics.com/videos 0:00 Introduction 2:46 Objectives of regression 4:43 Population regression ...

40:25
Learn Statistical Regression in 40 mins! My best video ever. Legit.

418,221 views

2 years ago

StatQuest with Josh Starmer
Linear Regression, Clearly Explained!!!

The concepts behind linear regression, fitting a line to data with least squares and R-squared, are pretty darn simple, so let's get ...

27:27
Linear Regression, Clearly Explained!!!

535,613 views

3 years ago

HelpYourMath - Statistics
Finding the Regression Equation/Regression Line by Hand (Formula)

Learn Introduction to Statistics for FREE: http://helpyourmath.com/150.5/mat150 Visit our GoFundMe: ...

6:22
Finding the Regression Equation/Regression Line by Hand (Formula)

337,806 views

7 years ago

MIT OpenCourseWare
Least squares | MIT 18.02SC Multivariable Calculus, Fall 2010

Least squares Instructor: Christine Breiner View the complete course: http://ocw.mit.edu/18-02SCF10 License: Creative Commons ...

9:04
Least squares | MIT 18.02SC Multivariable Calculus, Fall 2010

290,228 views

14 years ago

William Sundstrom
Derivation of OLS coefficients

The simple maths of OLS regression coefficients for the simple (one-regressor) case. This video screencast was created with ...

13:35
Derivation of OLS coefficients

53,373 views

10 years ago

CodeEmporium
Linear Regression and Multiple Regression

In this video, I will be talking about a parametric regression method called “Linear Regression” and it's extension for multiple ...

12:55
Linear Regression and Multiple Regression

229,756 views

8 years ago

Dane McGuckian (STATSprofessor)
Calculating the Least Squares Regression Line by Hand, Problem 1

In this video, we demonstrate how to use a single predictor variable (x) to estimate the average value of a response variable (y) ...

18:03
Calculating the Least Squares Regression Line by Hand, Problem 1

43,093 views

6 years ago

Stanford Online
Stanford CS229: Machine Learning - Linear Regression and Gradient Descent |  Lecture 2 (Autumn 2018)

For more information about Stanford's Artificial Intelligence professional and graduate programs, visit: https://stanford.io/ai This ...

1:18:17
Stanford CS229: Machine Learning - Linear Regression and Gradient Descent | Lecture 2 (Autumn 2018)

1,792,499 views

5 years ago

MIT OpenCourseWare
9. Four Ways to Solve Least Squares Problems

MIT 18.065 Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018 Instructor: Gilbert Strang ...

49:51
9. Four Ways to Solve Least Squares Problems

134,530 views

6 years ago

STEM Tutorials
Numerical Methods: Linear Regression in Python (Numpy Package) + Plotting

Don't worry if you're a beginner in Python, in this video we will show you step-by-step how to calculate the linear regression line ...

13:37
Numerical Methods: Linear Regression in Python (Numpy Package) + Plotting

527 views

5 years ago

IBM Technology
Why Linear regression for Machine Learning?

Discover IBM watsonx → https://ibm.biz/learn-more-IBM-watsonx What is linear regression? → https://ibm.biz/Bdv8x2 Regression ...

3:59
Why Linear regression for Machine Learning?

75,370 views

1 year ago

slcmath@pc
Linear Regression and Correlation - Example

Course Web Page: https://sites.google.com/view/slcmathpc/home.

24:58
Linear Regression and Correlation - Example

1,128,773 views

11 years ago

Dr.Gajendra Purohit
Regression Analysis, Regression Coefficient, Linear Regression Part-I

Comment Below If This Video Helped You Like & Share With Your Classmates - ALL THE BEST Do Visit My Second ...

24:57
Regression Analysis, Regression Coefficient, Linear Regression Part-I

1,334,181 views

6 years ago

LearnChemE
Matrix Approach to Multiple Linear Regression

Organized by textbook: https://learncheme.com/ The spreadsheet can be found at ...

10:14
Matrix Approach to Multiple Linear Regression

84,827 views

3 years ago

Gate Smashers
Lec-4: Linear Regression📈 with Real life examples & Calculations | Easiest Explanation

Linear Regression is one of the simplest and most widely used algorithms for predicting continuous outcomes. It establishes a ...

11:01
Lec-4: Linear Regression📈 with Real life examples & Calculations | Easiest Explanation

1,162,236 views

2 years ago

Civil learning online
Regression equation || How to find regression equation

Correlation coefficient example: https://youtu.be/Kq8eG4Dg5oY Matrix inversion method in Hindi: https://youtu.be/X32XOPthdRQ ...

13:53
Regression equation || How to find regression equation

1,479,357 views

5 years ago

Mahesh Huddar
Linear Regression Algorithm – Solved Numerical Example in Machine Learning by Mahesh Huddar

Linear Regression Algorithm – Solved Numerical Example in Machine Learning by Mahesh Huddar The following concepts are ...

5:30
Linear Regression Algorithm – Solved Numerical Example in Machine Learning by Mahesh Huddar

611,172 views

2 years ago

CodeRella
Simple linear regression vs multiple linear regression #machinelearning #linearregression
0:54
Simple linear regression vs multiple linear regression #machinelearning #linearregression

5,476 views

1 year ago

Jacob Bishop
5.1.1-Curve Fitting: Introduction: Regression, Interpolation, Fourier Approximation

These videos were created to accompany a university course, Numerical Methods for Engineers, taught Spring 2013. The text ...

6:43
5.1.1-Curve Fitting: Introduction: Regression, Interpolation, Fourier Approximation

63,417 views

12 years ago