TED Talks
TED: How we can make the world a better place by 2030 | Michael Green
Can we end hunger and poverty, halt climate change and achieve gender equality in the next 15 years? The governments of the world think we can. Meeting at the uN in September 2015, they agreed to a new set of Global Goals for the...
Crash Course
Regression - Crash Course Statistics
Today we're going to introduce one of the most flexible statistical tools - the General Linear Model (or GLM). GLMs allow us to create many different models to help describe the world - you see them a lot in science, economics, and...
Crash Course
Correlation Doesn’t Equal Causation - Crash Course Statistics
Today we’re going to talk about data relationships and what we can learn from them. We’ll focus on correlation, which is a measure of how two variables move together, and we’ll also introduce some useful statistical terms you’ve probably...
Curated Video
Deep Learning - Artificial Neural Networks with Tensorflow - What Is Machine Learning?
In this video, we will understand what machine learning is and get a clear idea about ML (machine learning). This clip is from the chapter "Machine Learning and Neurons" of the series "Deep Learning - Artificial Neural Networks with...
Curated Video
R Programming for Statistics and Data Science - Geometrical Representation
This video explains geometrical representation. This clip is from the chapter "Linear Regression Analysis" of the series "R Programming for Statistics and Data Science".This section explains linear regression analysis.
Curated Video
Statistics for Data Science and Business Analysis - A Practical Example - Reinforced Learning
In this video, you will learn a practical example of reinforced learning. This clip is from the chapter "The Fundamentals of Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section includes...
Curated Video
Python In Practice - 15 Projects to Master Python - Working of the Regression Model
This video explains working of the regression model. This clip is from the chapter "Machine Learning with Python" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on machine learning with Python.
Curated Video
Data Analytics using Python Visualizations - What You Will Learn
This video explains what the course outcomes are. This clip is from the chapter "Matplotlib and Seaborn – Libraries and Techniques" of the series "Data Analytics Using Python Visualizations".This section introduces you to Matplotlib...
Curated Video
Calculating the Line of Best Fit Using the Method of Least Squares
In this video, the teacher explains how to calculate the line of best fit for a scatter plot using the method of least squares. They discuss different types of functions that can fit scatter plots, such as linear, quadratic, and...
Curated Video
Statistical Regression Models and Predicting Values
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...
Curated Video
Statistics for Data Science and Business Analysis - The Ordinary Least Squares Setting and its Practical Applications
In this video, you will learn about ordinary least squares setting and its practical applications. This clip is from the chapter "Subtleties of Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This...
Curated Video
Statistics for Data Science and Business Analysis - A Geometrical Representation of the Linear Regression Model
In this video, the geometrical representation of linear regression model is shown. This clip is from the chapter "The Fundamentals of Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section...
Curated Video
Understand and Interpret the Slope of a Regression Line
This video explains the connection between the slope of a regression line and the correlation coefficient by examining standardized variables. It demonstrates how the slope of the regression line quantifies an inexact relationship...
Fun Robotics
Working principle of Linear Regression
Describes the working principle of a simple linear regression algorithm with an example.
Curated Video
How to Draw a Scatter Diagram and Make Conclusions Based on Correlation
The video teaches how to draw a scatter diagram and make conclusions based on the correlation from that corresponding scatter diagram. Exploratory and response variables are introduced and various types of correlations are explained,...
Curated Video
Find Line of Best Fit Using Point-Slope Form
In this video, you will learn how to determine the line of best fit for a scatter plot by using point slope form. The video explains the concept of scatter plots and how they are used to analyze patterns in bivariate data. It also...
Bloomberg
What Are the Markets Telling Us?
Jun.12 -- Through the lens of the E-mini S&P 500, crude oil, Nasdaq 100 and Euro FX, Bloomberg's Sujit Nagda takes a deep dive into the Bloomberg terminal, telling the story behind the charts at the Bloomberg Futures Forward event in...
Flipped Math
Correlation
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...
Crash Course
Regression: Crash Course Statistics #32
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...
Crash Course
Correlation Doesn't Equal Causation: Crash Course Statistics #8
There's likely a strong correlation between watching the video and learning about causation. Scholars hear about different types of correlation and correlation coefficients through the informative YouTube video. They also see how...
Calculus Expert
Least Squares Line
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...
Khan Academy
Khan Academy: Statistics: Covariance and the Regression Line
Video defines covariance, shows how to derive its formula, and shows how it relates to the slope of the regression line. [15:08]
Khan Academy
Khan Academy: Statistics: Second Regression Example
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]
Khan Academy
Khan Academy: Statistics: Calculating R Squared
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]