Introduction
Statistics is not limited to academic or specific profession. No matter whether you need to study data sciexnce, do some research or just try to handle the information about yourself, you need to understand statistics. Thanks to the development of the internet and particularly the distance learning concept, YouTube has proved to be a place with a lot of free learning materials. However, as seen, several channels are available and it may be challenging to filter the best channel depending on the content to be aired. In this article, you will discover five of the most useful YouTube channels that teach statistics for free and with great quality to become a master in this essential subject.
Learning Outcomes
- Identify the top YouTube channels for learning statistics for free.
- Understand the unique teaching styles and content offerings of each channel.
- Learn how these channels can cater to different learning needs, from beginners to advanced students.
- Discover practical applications of statistics through various teaching methods.
- Find the best channel that suits your learning style and educational goals.
5 Best YouTube Channels to Learn Statistics for Free
Let us now look into each YouTube channels below in detail which is best to learn statistics for free.
1. Khan Academy
Khan Academy is a well-known educational platform that offers a wide range of subjects, including a comprehensive statistics curriculum. Their statistics playlist covers everything from basic concepts to more complex topics, making it an excellent resource for learners at any level.
Key Topics Covered:
- Descriptive statistics
- Probability
- Inferential statistics
- Hypothesis testing
- Regression analysis
Unique Features: Khan Academy’s lessons are designed with a self-paced learning approach, allowing you to progress at your own speed. The interactive exercises and quizzes also help reinforce your understanding.
Best For: Beginners and intermediate learners looking for a structured, step-by-step guide to statistics.
@khanacademy | 8.52M subscribers | 8.5K videos
Click here to access the YouTube channel.
2. StatQuest with Josh Starmer
StatQuest is a channel created by Josh Starmer who is a statistician who makes statistics appealing and relatively simple to comprehend. His videos explain the concepts which are statistical at high level, in simple and understandable chunks.
Key Topics Covered:
Unique Features: One of the standout features of StatQuest is Josh’s ability to simplify advanced topics without losing their essence. His friendly and enthusiastic teaching style keeps viewers engaged and motivated to learn.
Best For: Learners who appreciate a hands-on, approachable teaching style and are looking for clarity on both basic and advanced statistical concepts.
@statquest | 1.23M subscribers | 281 videos
Click here to access the YouTube channel.
3. Brandon Foltz
Brandon Foltz’s YouTube channel is a hidden gem for students who want to understand the practical applications of statistics. He focuses on business statistics, making his content particularly useful for those in business, economics, and related fields.
Key Topics Covered:
- Basic and advanced statistics
- Probability theory
- Econometrics
- SPSS tutorials
- Business statistics
Unique Features: Brandon’s videos are detailed and often longer than typical YouTube tutorials, providing an in-depth look at each topic. He also solves problems step-by-step, which is beneficial for those who need to see the application of theory.
Best For: Business students, professionals, or anyone interested in learning how statistics are used in real-world scenarios.
@BrandonFoltz | 291K subscribers | 411 videos
Click here to access the YouTube channel.
4. FreeCodeCamp.org
FreeCodeCamp.org is widely known for its coding tutorials, but it also offers excellent content on statistics and probability, particularly within the context of data science. Their statistics playlists are geared towards practical application, often linked to programming and data analysis.
Key Topics Covered:
Unique Features: The integration of statistics with programming makes FreeCodeCamp.org’s content particularly valuable for learners looking to apply statistical methods to data science projects. The channel’s long-form tutorials are comprehensive and practical.
Best For: Data science students and professionals who want to learn statistics alongside coding and data analysis.
@freecodecamp | 9.86M subscribers | 1.7K videos
Click here to access the YouTube channel.
5. Zed Statistics
Zed Statistics is a treasure trove for anyone keen on understanding the intricate details of statistical concepts. The channel is run by a passionate statistician who breaks down complex ideas into digestible, entertaining lessons. Zed Statistics uses animations and clear explanations, making even the most daunting topics accessible to learners.
Key Topics Covered:
- Statistical distributions
- Hypothesis testing
- Confidence intervals
- Regression analysis
- ANOVA (Analysis of Variance)
Unique Features:
Zed Statistics stands out for its engaging use of visuals and storytelling. The channel’s creator is known for making statistics not just understandable but also enjoyable. The focus is on creating a solid foundation in statistics, which is beneficial for both students and professionals.
Best For:
Learners who prefer a visually engaging and animated approach to understanding statistics, especially those who want a clear and detailed explanation of fundamental concepts.
@zedstatistics | 238K subscribers | 83 videos
Click here to access the YouTube channel.
Conclusion
We have compiled the list of 5 useful YouTube channels for learning statistics for free. No matter if you are a beginner or want to expand your knowledge. Starting from the properly articulated and most formally constructed Khan Academy all the way to the graphic and appealing 3Blue1Brown every single channel has something different to offer. Check these resources, discover the one you like most, and boost your statistics knowledge – all for free.
Frequently Asked Questions
A: Khan Academy is ideal for beginners due to its structured, step-by-step approach.
A: Yes, channels like FreeCodeCamp.org offer statistics content specifically geared towards data science.
A: Absolutely, channels like Khan Academy and Brandon Foltz offer content that is perfect for preparing for exams like SAT, AP Statistics, and GRE.
A: Yes, channels like StatQuest and zedstatistics focus on practical applications, particularly in data science and machine learning.
My name is Ayushi Trivedi. I am a B. Tech graduate. I have 3 years of experience working as an educator and content editor. I have worked with various python libraries, like numpy, pandas, seaborn, matplotlib, scikit, imblearn, linear regression and many more. I am also an author. My first book named #turning25 has been published and is available on amazon and flipkart. Here, I am technical content editor at Analytics Vidhya. I feel proud and happy to be AVian. I have a great team to work with. I love building the bridge between the technology and the learner.