What you'll learn
- How to use Python for real-world statistical analysis
- Understand and apply confidence intervals
- Master hypothesis testing techniques step-by-step
- Use statistical thinking to make data-driven decisions
- Explore t-tests, z-scores, ANOVA, and more
- Spot and avoid common statistical errors
- Build reusable Python functions for statistical tests
- Work through hands-on projects using real datasets
The title may say "introduction" in it, but this course goes beyond the basics to help you truly understand inferential statistics. You'll explore everything from descriptive foundations to hypothesis testing, confidence intervals, and advanced statistical methods like ANOVA and non-parametric tests.
Along the way, you'll use Python to code your way through each concept - learning how to apply statistics to messy, real-world data. From estimating ratings to running t-tests, you'll build confidence not just in your coding, but in your ability to draw meaningful conclusions from data.
It all wraps up with hands-on capstone projects that give you the space to apply everything you've learned in realistic scenarios. Whether you're prepping for your first data job or trying to level up, this course gives you the stats skills hiring teams are looking for.
Wait... What's a Byte?
Bytes are shorter courses that allow you to upgrade your skills and knowledge in a single day!
Learning is hard. And sometimes you just need a quick learning fix, right? To learn something awesome, interesting, and relevant to your career goals.
That's why we've created Bytes.
What Else Should I Know?
By becoming a ZTM member you'll not only get access to all our courses, bytes, and projects.
But you’ll also get to join our exclusive live online community classroom to learn alongside thousands of students, alumni, mentors, TAs and Instructors.
Most importantly, you'll be learning from an industry professional (Diogo) that has actual real-world Data Analysis experience. He teaches you the exact information he uses in his role.
Finally, as with all ZTM courses, this course is a living thing. It will be constantly updated as the landscape changes so you can use it as your go-to resource for learning the fundamentals of Python Data Analysis now and throughout your career.
Join 1,000s of Zero To Mastery graduates that have gotten hired and are now working at companies like Google, Tesla, Amazon, Apple, IBM, JP Morgan, Facebook, Shopify + other top tech companies.
They come from all different backgrounds, ages, and experiences. Many even started as complete beginners.
So there's no reason it can't be you too.
And you have nothing to lose. Because you can start learning right now and if this course isn't everything you expected, we'll refund you 100% within 30 days. No hassles and no questions asked.
When's the best time to get started? Today!
There's never a bad time to learn in-demand skills. But the sooner, the better. So start learning Inferential Statistics today by joining the ZTM Academy. You'll have a clear roadmap to developing the skills to build your own projects, get hired, and advance your career.
Join Zero To Mastery Now

