Instructional Video10:50
Curated Video

Statistical Regression Models and Predicting Values

K - 5th
This video discusses how to determine the best statistical regression model to approximate data within a scatter plot and make predictions through interpolation and extrapolation. It covers the process of inputting data into a graphing...
Instructional Video6:36
Curated Video

Exploring the Results of Bivariate Data

K - 5th
In this video, the teacher explains the concept of residuals and how they can be used to assess the appropriateness of a linear regression model for a given data set. The teacher provides examples and demonstrates how to calculate...
Instructional Video3:47
Fun Robotics

Working principle of Linear Regression

3rd - 12th
Describes the working principle of a simple linear regression algorithm with an example.
Instructional Video6:14
Curated Video

Solving Problems Using Linear Regression

K - 5th
In this lesson, students will learn how to use statistics to understand relationships between variables and solve problems using linear regression. They will explore real-world examples, such as the correlation between team batting...
Instructional Video7:54
Mathispower4u

Regression and Systems of Equations

8th - 11th Standards
Regressively calculate the bottle usage. Using data about the amount of bottled water and soft drinks consumed an educational video shows pupils how to determine the equation of a linear regression line. After calculating regression...
Instructional Video22:17
2
2
Flipped Math

Correlation

9th - 10th Standards
Determine how close the line is to the scatter plot. Clear video instruction shows how to plot a scatter plot and find the best fit line using the linear regression function on a calculator. Pupils use the information from the calculator...
Instructional Video12:29
1
1
Crash Course

Training Neural Networks: Crash Course AI #4

9th - Higher Ed
Make sure your AI always learns from its mistakes. An informative video describes how engineers train neural networks to find the optimal solution. Scholars learn about the process of backpropagation, which is used to adjust computations...
Instructional Video12:40
Crash Course

Regression: Crash Course Statistics #32

9th - 12th Standards
Regression models help make sense of statistical data and assist people in making predictions describing the world around us. A thorough video lesson discusses linear regression models and concepts related to the models, such as...
Instructional Video7:47
1
1
Calculus Expert

Least Squares Line

11th - Higher Ed Standards
How does the calculator find a regression line? Don't leave your pupils wondering! The video goes through the process of calculating a regression line algebraically. The example uses a data set and use the formula for calculating...
Instructional Video
Khan Academy

Khan Academy: Proof (Pt 4) Minimizing Squared Error to Regression Line

9th - 10th
Video about deriving the formula for the least squares regression line. This final video finishes up the derivation of the formula for line of best fit by solving the system of equations created by the partial derivatives. It finally...
Instructional Video
Khan Academy

Khan Academy: Proof (Pt 2) Minimizing Squared Error to Regression Line

9th - 10th
Video is the third of five related videos about deriving the formula for the least squares regression line. This video continues the algebraic manipulation to start deriving the formula by changing the notation to means instead of...
Instructional Video
Khan Academy

Khan Academy: Statistics: Regression Line Example

9th - 10th Standards
Video demonstrates how to use the formulas to determine the best fitting regression line by doing an example of finding the regression line given 3 points. Includes graphing the regression line to show it visually. [9:27]
Instructional Video
Khan Academy

Khan Academy: Proof (Part 1) Minimizing Squared Error to Regression Line

9th - 10th
Video is the second of five related videos about deriving the formula for the least squares regression line. This video goes through the algebraic manipulation required at the begining of deriving the formula. [10:35]
Instructional Video
Khan Academy

Khan Academy: Proof (Pt 3) Minimizing Squared Error to Regression Line

9th - 10th
Video is the fourth of five related videos about deriving the formula for the least squares regression line. This video shows using partial derivatives and setting them equal to 0 to get closer to deriving the formula for m and b. It...
Instructional Video
Khan Academy

Khan Academy: Statistics: Second Regression Example

9th - 10th Standards
Video demonstrates how to calculate the equation of the regression line from a set of 4 points. Leads up to determining the coefficient of determination or r-squared which is shown in the next video. [9:15]
Instructional Video
Khan Academy

Khan Academy: Statistics: Calculating R Squared

9th - 10th Standards
Video shows using a spreadsheet to demonstrate calculating the coefficient of determination or r-squared. Also explains how to interpret the value of r-squared. [9:45]
Instructional Video
Khan Academy

Khan Academy: Statistics: R Squared or Coefficient of Determination

9th - 10th Standards
Video reviews the basics of the regression line, then shows how the formula for the coefficient of determination or r squared is derived. Explains how to interpret the coefficient of determination. [12:41]
Instructional Video
Varsity Tutors

Varsity Tutors: Hotmath: Graphing Calculator Practice Problems: Statistics

9th - 10th Standards
Practice using your graphing calculator for statistics problems, including displaying and interpreting data. If you get stumped or if you would like to check your work, then select the View Solution button, which is located directly...
Instructional Video
Khan Academy

Khan Academy: Statistics: Squared Error of Regression Line

9th - 10th
Video is the first of five related videos about deriving the formula for the least squares regression line. This first video simply shows what the least squares regression line is and gives a basic illustration and generalized formula...
Instructional Video
Khan Academy

Khan Academy: Linear Regression and Correlation

9th - 10th Standards
Minimizing Squared Error to Linear regression and correlation.
Instructional Video
Khan Academy

Khan Academy: Linear Regression and Correlation

9th - 10th Standards
Minimizing squared error to regression line.
Instructional Video
Khan Academy

Khan Academy: Linear Regression and Correlation

9th - 10th Standards
Linear regression and correlation with minimizing squared error to regression line.
Instructional Video
Khan Academy

Khan Academy: Covariance and the Regression Line

9th - 10th Standards
Covariance, variance and the slope of the regression line
Instructional Video
Khan Academy

Khan Academy: Linear Regression and Correlation

9th - 10th Standards
Explore linear regression and correlation in this video.