Instructional Video6:41
Curated Video

R Programming for Statistics and Data Science - Covariance and Correlation

Higher Ed
This video explains covariance and correlation.<br<br/>/>

This clip is from the chapter "Exploratory Data Analysis" of the series "R Programming for Statistics and Data Science".This section explains exploratory data analysis.
Instructional Video6:38
Curated Video

Julia for Data Science (Video 17)

Higher Ed
Julia is an easy, fast, open source language that if written well performs nearly as well as low-level languages such as C and FORTRAN. Its design is a dance between specialization and abstraction, providing high machine...
Instructional Video11:48
Curated Video

Practical Data Science using Python - Principal Component Analysis - Computations 2

Higher Ed
This video explains Eigenvalues and Eigenvectors.<br<br/>/>

This clip is from the chapter "Dimensionality Reduction Using PCA" of the series "Practical Data Science Using Python".This section explains dimensionality reduction using PCA.
Instructional Video19:55
Curated Video

Practical Data Science using Python - Principal Component Analysis - Computations 1

Higher Ed
This video explains Principal Component Analysis – computations.
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This clip is from the chapter "Dimensionality Reduction Using PCA" of the series "Practical Data Science Using Python".This section explains dimensionality...
Instructional Video13:20
Curated Video

Predictive Analytics with TensorFlow 2.1: Using Statistics in Predictive Modeling

Higher Ed
In this video, we will discuss some widely used statistical concepts required in predictive analytics, followed by some basic understanding of predictive modeling, such as random sampling, central limit theorem, hypothesis testing...
Instructional Video2:12
Curated Video

Statistics for Data Science and Business Analysis - OLS Assumptions

Higher Ed
This video explains OLS assumptions in detail.
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This clip is from the chapter "Assumptions for Linear Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section explains OLS...
Instructional Video3:27
Curated Video

Statistics for Data Science and Business Analysis - Calculating and Understanding Covariance

Higher Ed
This video continues with the most common measure of interconnection between variables: covariance.
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This clip is from the chapter "Descriptive Statistics Fundamentals" of the series "Statistics for Data Science and Business...
Instructional Video
Khan Academy

Khan Academy: Statistics: Covariance and the Regression Line

9th - 10th Standards
Video defines covariance, shows how to derive its formula, and shows how it relates to the slope of the regression line. [15:08]