Statistics Fundamentals
The legendary StatQuest guide to statistics that finally click.
9h 5m
On-demand video
53
Lessons
Included
Certificate
Mobile & TV
Watch anywhere
Videos are free to watch. This unlocks the certificate, graded exam, and resources.
Watch videos freeOr unlock everything with MegaCourse Pro
This course includes:
- 9h 5m on-demand video (free)
- 53 lessons
- Full lifetime access
- Access on mobile and TV
- Certificate of completion
What you'll learn
- Understand distributions, mean, and variance
- Grasp p-values and hypothesis testing intuitively
- Interpret confidence intervals correctly
- Build the stats foundation for ML
Official study guide
The complete 69-page companion book for Statistics Fundamentals, covering every module with worked examples, key terms, self-check questions, and a full glossary. Print it or read it offline.
Tools & technologies
Industry-standard tools you'll work with in this course.
PythonCourse content
9 sections · 53 lessons · 9h 5m- StatQuest: Histograms, Clearly ExplainedPreview3m
- The Main Ideas behind Probability Distributions5m
- The Normal Distribution, Clearly Explained!!!5m
- Population and Estimated Parameters, Clearly Explained!!!14m
- Calculating the Mean, Variance and Standard Deviation, Clearly Explained!!!14m
- What is a (mathematical) model?3m
- Hypothesis Testing and The Null Hypothesis, Clearly Explained!!!14m
- Alternative Hypotheses: Main Ideas!!!9m
Requirements
- •High-school math
About this course
The legendary StatQuest guide to statistics that finally click. This curated learning path is organized into 9 modules and 53 lessons, taught by StatQuest with Josh Starmer. MegaCourse upgrades the original 7-section playlist into a complete mega course by adding 2 curated reading & resource lessons, a final knowledge-check quiz, plus structure, learning outcomes, progress tracking, and a shareable certificate of completion.
Who this course is for
- Data science beginners
- Analysts
Instructor
Trusted creator on MegaCourse
Licensing & attribution
License: YouTube Standard License
Videos are embedded from their original creators and remain free to watch. MegaCourse's paid layer covers our own study guides, graded exams, certificates, and curation.
Students also viewed
Data Science & ML
Machine Learning, Clearly Explained
StatQuest with Josh Starmer
Data Science & ML
Deep Learning with TensorFlow & Keras
codebasics
Data Science & ML
Pandas for Data Analysis
codebasics