Curated Video
Understanding Correlation vs. Causation: Examining Common Causal Relationships
This video explains the concept of correlation versus causation using various examples. It emphasizes that just because two variables are strongly correlated does not mean that one causes the other. Instead, they may both be influenced...
Curated Video
Julia for Data Science (Video 24)
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 performance...
Curated Video
Julia for Data Science (Video 19)
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 performance...
APMonitor
Data Science 🐍 Regression
Regression is the process of adjusting model parameters to fit a prediction to measured values. There are independent variables as inputs to the model to generate the predictions. For machine learning, the objective is to minimize a loss...
KnowMo
Lines of Best Fit and Predictions in Scatter Graphs
The video is a tutorial that explains how to draw lines of best fit on scatter graphs to identify correlation between two variables and make predictions based on the trend of the data. The video demonstrates examples of scatter graphs...
Curated Video
Learning R for Data Visualization (Video 16)
R is on the rise and showing itself as a powerful option in many software development domains. At its core, R is a statistical programming language that provides impressive tools for data mining and analysis, creating high-level...
Curated Video
Statistics for Data Science and Business Analysis - A5. No Multicollinearity
This video is about the final assumption—no multicollinearity. 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...
Curated Video
GCSE Secondary Maths Age 13-17 - Probability & Statistics: Line of Best Fit - Explained
SchoolOnline's Secondary Maths videos are brilliant, bite-size tutorial videos delivered by examiners. Ideal for ages 13-17, they cover every key topic and sub topic covered in GCSE Maths in clear and easy to follow steps. This video...
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
Statistics for Data Science and Business Analysis - The Correlation Coefficient
This video explains correlation coefficient - the quantitative representation of correlation between variables. This clip is from the chapter "Descriptive Statistics Fundamentals" of the series "Statistics for Data Science and Business...
Curated Video
GCSE Secondary Maths Age 13-17 - Probability & Statistics: Scatter Graphs - Explained
SchoolOnline's Secondary Maths videos are brilliant, bite-size tutorial videos delivered by examiners. Ideal for ages 13-17, they cover every key topic and sub topic covered in GCSE Maths in clear and easy to follow steps. This video...
Curated Video
GCSE Secondary Maths Age 13-17 - Probability & Statistics: Scatter Graph - Explained
SchoolOnline's Secondary Maths videos are brilliant, bite-size tutorial videos delivered by examiners. Ideal for ages 13-17, they cover every key topic and sub topic covered in GCSE Maths in clear and easy to follow steps. This video...
Curated Video
Python for Data Analysis: Step-By-Step with Projects - Relationship of Two Features (1)
This video explains the relationship of two features part 1. This clip is from the chapter "Exploratory Data Analysis" of the series "Python for Data Analysis: Step-By-Step with Projects".This section explains exploratory data analysis.
Curated Video
Statistics for Data Science and Business Analysis - A4. No Autocorrelation
In this video, the fourth assumption of OLS, no autocorrelation, is explained. This clip is from the chapter "Assumptions for Linear Regression Analysis" of the series "Statistics for Data Science and Business Analysis".This section...
Science360
How economic growth, democratization and social tolerance lead to happiness.
Political scientist Ronald Inglehart, World Values Survey director at the University of Michigan in Ann Arbor, says greater economic growth, democratization and social tolerance in 45 of 52 countries for which substantial time series...
Curated Video
Scatter Plots and Lines of Fit: Understanding Correlation in Math
This lesson will provide instruction to learn to interpret scatter plots, to be able to identify types of correlation between data sets, and use lines of fit to model data. You will learn how to best draw a line of fit, how to write an...
Curated Video
GCSE Secondary Maths Age 13-17 - Probability & Statistics: Scatter Diagram - Explained
SchoolOnline's Secondary Maths videos are brilliant, bite-size tutorial videos delivered by examiners. Ideal for ages 13-17, they cover every key topic and sub topic covered in GCSE Maths in clear and easy to follow steps. This video...
APMonitor
ML Classification: Sonar Detects Metal Pipe
Sonar (sound navigation and ranging) uses sound waves to detect objects, similar to how a bat uses echo-location to navigate, and detect objects. It is the same principle with seismic data for non-invasive underground exploration of...
Curated Video
GCSE Secondary Maths Age 13-17 - Probability & Statistics: Scatter Diagram - Explained
SchoolOnline's Secondary Maths videos are brilliant, bite-size tutorial videos delivered by examiners. Ideal for ages 13-17, they cover every key topic and sub topic covered in GCSE Maths in clear and easy to follow steps. This video...
Brian McLogan
Tutorial - What are the different correlations for a scatter plot
In this video playlist I show you how to solve different math problems for Algebra, Geometry, Algebra 2 and Pre-Calculus. The video will provide you with math help using step by step instruction. Math help tutorials is just what you need...
Institute for New Economic Thinking
Exploring the Economics of Race
Columbia professor Dan O’Flaherty explains how an awareness of racial trauma developed from growing up in Newark inspired him to write and teach on the economics of race. Credits: Matthew Kulvicki, Nick Alpha
Professor Dave Explains
Why You Should Never Say "It's Just A Theory"
A portion of our culture distrusts the scientific method, assuming that there are transcendent truths unknowable by science. But nothing is truly out of bounds for science. If it's real, it can be studied, and tested. Perhaps the...
Curated Video
Understanding Correlation vs. Causation: Evaluating Language in Statistical Results
This video explains the importance of not assuming causation based on correlation in statistical analysis. Through examples of shoe size and reading levels, as well as meditation and blood pressure, the teacher demonstrates how language...
ProTeachersVideo
Hard To Teach - Secondary Science Using ICT: Investigating Acceleration with Year 9 Using Light Gates
Paul Preece at Camborne Science and Community College and his class of Year 9s investigate acceleration with the traditional trolley rolling experiment. Here the pupils use light gates to accurately capture the speed of the passing...