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Statistics is one of the most challenging math topics to master. You can go about learning statistics from textbooks, blogs, courses, and more. But the most effective way, perhaps, is to learn from the right teachers who simplify even intimidating stats concepts and help you understand and apply what you’ve learned.

YouTube is one of the platforms where you can find many such educators who create super helpful content on statistics. We’ve compiled a list of YouTube channels with rock solid content on stats and math for data science.

Most of these channels are run by educators who have an advanced degree in math and statistics and teach university-level stats courses. So you’re definitely in for a rewarding learning experience. Let’s begin.

## 1. StatQuest with Josh Starmer

Josh Starmer is a renowned educator who runs the YouTube channel StatQuest with Josh Starmer, known for making stats and data science concepts super accessible.

So whether you want to learn statistics for data science, machine learning algorithms, or deep learning, this channel has got you covered. The videos on this channel are engaging and have easy-to-follow visuals and fun examples. The Statistics Fundamentals playlist on this channel has 60 videos covering the following essential statistics and probability concepts:

- Basic probability and probability distributions
- Sampling distributions
- Hypothesis testing and p-values
- Confidence intervals
- T-test
- ANOVA (Analysis of Variance)
- Bootstrapping
- Linear models, linear and multiple regression

## 2. Dr Nic’s Maths and Stats

Dr Nic’s Maths and Stats is another great YouTube channel to learn math, statistics, and all things Excel. Dr Nic has decades of experience teaching math and stats, and the channel has a ton of helpful and engaging stats content.

From basic statistics to statistical inference, there are dedicated playlists on the channel for the following topics:

- Basics of probability
- Probability distributions
- The statistical process
- Basic statistics
- Essential statistical concepts
- Hypothesis testing and p-values
- Confidence intervals
- Choosing a statistical test
- Understanding statistical inference

## 3. Zedstatistics

Zedstatistics is yet another good YouTube channel that teaches statistics. On this channel, you can find engaging stats lectures.

From the basics of descriptive statistics to slightly more involved topics in hypothesis testing and statistical inference, this channel has helpful content on essential stats concepts. Currently the channel has dedicated playlists for the following topics:

- Descriptive statistics
- Distributions
- Hypothesis testing
- Statistical inference
- Regression

## 4. Dr. Stats-A-Lot

Dr. Stats-A-Lot is a stats channel run by Mark Ledbetter, and has a ton of content on R programming and statistics. The lecture videos go into the topics in great detail.

So whether you’re interested in exploring statistics or you want to learn stats for school, you’ll probably find everything you need to learn. Currently, the channel has the following playlists:

- Introduction to statistics
- Mathematical statistics
- Applied regression analysis
- ANOVA (Analysis analysis of variance)
- Data handling with R

## 5. MarinStatsLectures – R Programming & Statistics

MarinStatLectures is a YouTube channel run by Prof. Mike Marine and has loads of content on statistics, R programming, and statistics with R. The lectures on this channel are part of courses taught at the University of British Columbia for Master’s and Ph.D students in statistics. And you can learn them all for free on this channel.

For all the statistics concepts, there are R programming tutorial components, too. Here are some of the playlist on this channel:

- Statistics for beginners
- Statistics course for data science
- Univariate and bivariate analysis
- Hypothesis testing
- Statistical inference
- Bootstrapping

## 6. Khan Academy

Khan Academy is known for its large suite of high-quality math classes. You’ve probably already used Khan Academy as a companion for your high school or college math. And we’ll look at what the Statistics playlist on the channel covers.

If you want to get up and running with statistics fundamentals or want to brush up stats concepts ahead of interviews, you’ll find the statistics playlist helpful. The topics covered are as follows:

- Probability distributions random variables
- Descriptive statistics
- Hypothesis testing and p-values
- Confidence intervals
- One-tailed and two-tailed tests
- Z-statistics vs T-statistics
- Pearson Chi-Squared test
- Population proportions
- Linear regression
- ANOVA (Analysis of variance)

## 7. Brandon Foltz

Brandon Foltz’s YouTube channel has high-quality math and statistics content. If you want to learn introductory statistics in depth, you can check out the stats playlists on this channel.

There are about 21 playlists covering essentials stats topic such as:

- Descriptive statistics
- Probability distributions
- Hypothesis testing
- Confidence intervals
- Statistical inference
- Non-parametric methods
- Linear and non-linear regression

## Wrapping Up

And that’s a wrap. I hope you found this compilation of YouTube channels to learn stats helpful. Learning statistics is super useful if you ever want to get into the data field. If you’re looking for other resources (books and courses) to learn statistics, here are a couple of articles you’ll find helpful:

Happy learning!