Paul Andersen introduces science for the science classroom. He starts with a brief description of Big Data and why it is important that we prepare future scientists to deal intelligently with large amounts of data. He explains the...

Today we’re going to talk about good and bad surveys. From user feedback surveys, telephone polls, and those questionnaires at your doctors office, surveys are everywhere, but with their ease to create and distribute, they're also...

This video helps in understanding the difference between a population and a sample. Furthermore, you will know the difference between a random sample and a representative sample.
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This clip is from the chapter "Introduction...

This video shows real life examples of confidence intervals on dependent samples.
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This clip is from the chapter "Confidence Intervals" of the series "Statistics for Data Science and Business Analysis".This section focuses...

This video explains the Central Limit Theorem.<br<br/>/>

This clip is from the chapter "Statistical Techniques" of the series "Practical Data Science Using Python".This section explains advanced visualizations using business applications.

This video explains population versus sample.<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.

This is the first of the three-part video, where you'll calculate confidence intervals for two means with independent samples.
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This clip is from the chapter "Confidence Intervals" of the series "Statistics for Data Science...

In this video, the teacher explains how to determine the likelihood that a hypothesis is reasonable by approximating a sampling distribution and analyzing the results. The example used is whether a majority of students in a state are in...

Paleo-anthropologists believe Homo sapiens evolved in Africa 100 - 200 thousand years ago, and eventually moved out of Africa to populate the globe. But, how can researchers trace the specifics of that human migration? With support...

In many parts of the world, mosquitoes are more than just a summertime nuisance. Their ability to carry and spread disease to humans causes millions of deaths every year. (World Health Organization). Using the...

In this video, the mean for two dependent samples are tested.
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This clip is from the chapter "Hypothesis Testing" of the series "Statistics for Data Science and Business Analysis".This section explains null and alternative...

This video explains standard error and confidence intervals.<br<br/>/>

This clip is from the chapter "Hypothesis Testing" of the series "R Programming for Statistics and Data Science".This section explains hypothesis testing.

This lecture will explain the fundamental difference between a sample and a population in statistical data.

During political elections, news organizations often use public opinion polls to help gauge which candidate is the front runner, and why. University of Michigan's Dr. Vincent Hutchings explains the science of random sampling that...

In this video, the teacher discusses the concept of sampling distributions and how to approximate them using simulations. The example used is about a high school surveying students' opinions on increasing graduation requirements for math...

In this video, you will learn how to calculate variance.
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This clip is from the chapter "Descriptive Statistics Fundamentals" of the series "Statistics for Data Science and Business Analysis".This section describes the...

This is the first of the two-part video, where the means for two dependent samples are tested.
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This clip is from the chapter "Hypothesis Testing" of the series "Statistics for Data Science and Business Analysis".This...

This is the second of the three-part video, where you'll calculate confidence intervals for two means with independent samples.
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This clip is from the chapter "Confidence Intervals" of the series "Statistics for Data Science...

In this video, we will cover law of large numbers famous distributions.
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This clip is from the chapter "Basics for Data Science: Mastering Probability and Statistics in Python" of the series "Data Science and Machine Learning...

This video is about the central limit theorem - one of the most important statistical concepts.
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This clip is from the chapter "Inferential Statistics Fundamentals" of the series "Statistics for Data Science and Business...

This video explains comparing two means - dependent samples.<br<br/>/>

This clip is from the chapter "Hypothesis Testing" of the series "R Programming for Statistics and Data Science".This section explains hypothesis testing.

This video is about the inception of the student's T distribution - a valuable tool when working with small samples.
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This clip is from the chapter "Confidence Intervals" of the series "Statistics for Data Science and...

This video explains about margin of error and its importance in statistics.
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This clip is from the chapter "Confidence Intervals" of the series "Statistics for Data Science and Business Analysis".This section focuses on...

This video is about calculating confidence intervals within a population with an unknown variance.
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This clip is from the chapter "Confidence Intervals" of the series "Statistics for Data Science and Business Analysis".This...