Best Resources to Learn Statistics for Data Science (Online Courses, Books, YouTube, etc)

Are you looking for the Best Resources to Learn Statistics for Data Science?… If yes, then this article will help you and provide some of the best resources to learn statistics for data science including online courses, books, YouTube tutorials, etc.

So, give your few minutes and find out the Best Resources to Learn Statistics for Data Science. You can bookmark this article so that you can refer to this article later.

Now without further ado, let’s get started-

Best Resources to Learn Statistics for Data Science

For your convenience, I have created separate tables for each resource. So let’s start with online courses-

Online Courses-

1. Intro to Statistics– Udacity (FREE Course)
2. Statistics with R Specialization– Duke University (Coursera)
3. Practical Statistics– Udacity
4. Statistics with Python Specialization– University of Michigan (Coursera)
5. Statistician with R– Datacamp
6. Introduction to Statistics– Coursera (FREE Course)
7. Data Science: Statistics and Machine Learning Specialization– Johns Hopkins University (Coursera)
8. Statistics Fundamentals with R– Datacamp
9. Statistical Analysis with R for Public Health Specialization– Imperial College London (Coursera)
10. Basic Statistics– University of Amsterdam (Coursera)
11. Statistics Fundamentals with Python– Datacamp
12. Learn Statistics with Python– Codecademy
13. Intro to Inferential Statistics– Udacity (FREE Course)
14. Intro to Descriptive Statistics– Udacity (FREE Course)
15. Introduction to Bayesian Statistics– Udemy (FREE Course)

Books

1. Practical Statistics for Data Scientists- Download EBook
2. Naked Statistics- Download EBook
3. Head First Statistics- Download EBook
4. An Introduction to Statistical Learning- Download EBook
5. Think Stats- Download EBook
6. How to lie with statistics- Download EBook
7. Statistics in Plain English- Download EBook
8. Bayesian Methods for Hackers- Download EBook

Tutorials

1. Statistics and probability- Khan Academy
2. Statistics Tutorial- TutorialsPoint
3. Statistics Tutorial- w3Schools
4. STATISTICS TUTORIALS: BEGINNER TO ADVANCED- ListenData
5. Statistics and Probability- Edureka
6. AP Statistics Tutorial- Stat Trek
7. Statistics Tutorial- Kaggle
8. Statistics in SPSS- JavaTpoint

YouTube Videos

1. Statistics for Data Science- Great Learning
2. Statistics- freeCodeCamp.org
3. Statistics- Khan Academy
4. Statistics Course for Data Science- MarinStatsLectures-R Programming & Statistics
5. Statistics- CrashCourse
6. Statistics and Probability Full Course- Geek’s Lesson
7. Statistics for Data Science Course- Intellipaat
8. Introduction to Statistics- MIT OpenCourseWare
9. Introduction to Statistics- 365 Data Science
10. Statistics And Probability- Dr.Gajendra Purohit

And here the list ends. I hope these resources will help you to learn and master Statistics for Data Science. I would suggest you bookmark this article for future referrals. Now it’s time to wrap up.

Conclusion

In this article, I tried to cover all the best resources to learn statistics for data science from online courses to YouTube videos. If you have any doubts or questions, feel free to ask me in the comment section.

All the Best!

Enjoy Learning!

NOTE- Some of the links in the post are Affiliate Links. This means if you click on the link and purchase the course, I will receive an affiliate commission at no extra cost to you😊.