Udemy
    •  
    •  
    •  
    •  
    •  
    •  
    •  
    •  
Turn what you know into an opportunity and reach millions around the world.
Learn More
Your cart is empty.
Keep shopping
Statistics & Probability for Beginners: Lost to Confident
Role Play
Rating: 4.6 out of 5(16 ratings)
53 students

Statistics & Probability for Beginners: Lost to Confident

Finally understand statistics & probability in just 15 days: interpret data, understand probability, and test hypotheses
Created byJon Millington
Last updated 5/2026
English

What you'll learn

  • Understand the background of descriptive statistics
  • Know how to calculate different measures of central tendency and dispersion
  • Calculate Z-scores and probability
  • Conduct relevant hypothesis testing
  • Learn about p-values and statistical significance
  • Know which hypothesis test to use and how!
  • Learn how to model data and make predictions using regression

Course content

15 sections80 lectures5h 52m total length
  • Day 0: Finding Your Path0:17
  • Find Your Path: Flowchart to Assess Your Knowledge Level (& Course Overview)5:34

    In this video, you'll discover a clear and intuitive flowchart to help you always know where you're at in the course and what to focus on next. Whether you're starting with no statistics knowledge or need a quick refresh before diving into advanced concepts, this personalised roadmap will guide you based on your current knowledge and learning goals.

    Stay on track, focused, efficient and stress free with this tool.
    Use it to:
    - Assess your current knowledge level
    - Identify the most relevant lessons for your needs
    - Progress through the course with confidence and clarity

Requirements

  • No prerequisites! Suitable for everyone

Description

Statistics & Probability for Beginners: Lost to Confident

Statistics can often feel like a foreign language - full of jargon, symbols, dense lectures and stress. This course is your stress-free shortcut to finally understanding the core ideas of statistics and probability in just 15 days - no prior knowledge or confidence in maths required!

This course is designed for students who want a complete, intuitive foundation before or during  a university statistics course.

Who This Course Is For:

This course is perfect for:

  • Students in Non-Statistics Degrees

    (Psychology, HR, Business, Finance, Law, Public Health):

    If you’re in a field that suddenly requires statistics, this course will simplify everything - even if you've never felt confident with numbers.

  • Complete Beginners who've always struggled with maths:

    No prior knowledge? No problem! This course starts from the ground up. You'll be guided step-by-step, without assumptions or jargon.

  • Career Changers & Professionals:

    Learn how to use statistics to analyse data, make smarter decisions, and build practical skills in today’s data-driven world.

  • Anyone Burned by Traditional Teaching:

    If you've sat through dense lectures or confusing textbooks and still felt lost - this course will help it finally click.


Why This Course Is Different & Why Learn From Me?

Built from Experience, Taught with Empathy

I used to be you. Right in your shoes that you're in now - I get how frustrating it feels to be left behind by dense lectures. Just when I'd think I was starting to grasp one concept, we'd quickly jump to something new (seemingly unrelated), and I'd be left behind all over again.

One week before my final exam, I sat down and mapped it all out. I started seeing connections - things that hadn't been emphasised in lectures at all! And I found a way to see the forest among the trees and then the trees themselves. I ended with a high distinction and from then on I've been working with or in stats.

Since then, I’ve tutored thousands of students and professionals across many disciplines, many of whom felt the same fear and confusion. This course is built on everything I've learned from those sessions - the exact techniques and explanations that helped things finally click.


"Jon has explained more to me in 3 sessions than I have learned in 6 weeks of tutes and lectures."  - HR student


How This Course Works

Unlike traditional university courses, this one avoids overwhelm and focuses on what you actually need:

  • Plain English Explanations: Concepts are explained with real world analogies and simple breakdowns

  • A Simpler Structure: A different flow to the usual first-year statistics structure, built from 1-on-1 tutoring insights

  • Step-by-Step Progression: Each concept builds logically on the last

  • A Custom Starting Point: Use the included flowchart to find your starting level and focus on the most relevant material, saving you even more time

  • Confidence-First Approach: You'll never feel rushed, judged, or talked down to


What You’ll Learn (in Just Two Weeks)


  • Finally understand why statistics felt so confusing - and why that was never about your ability

  • Read and interpret data confidently using descriptive statistics - learn how to summarise and display data using means, standard deviation and distributions explained in plain English

  • Understand probability intuitively and how it connects to real-world decisions

  • Use regression to spot relationships in data and make predictions, step by step

  • Run and interpret hypothesis tests - t-tests, ANOVA, chi-square - and actually know what the results are telling you

  • Understand confidence intervals and p-values without memorising definitions you might forget under pressure

  • Grasp the Central Limit Theorem and why it matters

  • Know when your data meets the assumptions required for common statistical tests - including normality

  • Walk away thinking "that wasn't so bad"


Course Features:


  • Step-by-Step Walkthroughs: of topics like z-scores, t-tests and ANOVA  - each taught in isolation, clearly and simply

  • Concise Lectures: Use quick summary lessons to revise or revisit key concepts

  • Interactive Flowchart: Find your level and start in the right place

  • Real-World Examples: From finance to public health, see how statistics is applied in practical scenarios


Student Testimonials

"Jon tutored me for STATS and was absolutely amazing. I had done the unit previously and put it off until my second last semester to do it again as I dreaded doing it again and had zero confidence in doing well. Jon was patient and super understanding! We set goals for every session, tackling topics I absolutely did not like doing. He helped me write notes that were easy to understand, breaking down the fundamentals of each topic. He made studying for STATS seamless and enjoyable. After a couple of sessions with Jon, I didn’t dread studying for STATS as much anymore and could confidently say that I understood everything right before my exam. Thank you so much for your help, Jon!"

- Psychology student

"Jon tutored me for biostatistics for a semester and WOW what a saviour he has been! He makes understanding difficult concepts easy."

- Public Health student

"I met Jon not knowing a thing about stats, maths and everything in between. Jon tutored me for PUBH and thank goodness I found him. Jon is extremely patient, friendly and you never felt incompetent when giving a question a go. Jon explained things in such a learning friendly manner. Jon provided his own simplified notes (which was a godsend). I cannot recommend Jon enough, and will be forever thankful for his expertise and helping me pass this unit. Thank you Jon!!"

- Public Health student


30-day refund guarantee - so if it's not the right fit, no worries at all.


Ready to Start?

Sign up today and take the first step to mastering statistics and probability - your shortcut to success in just 15 days!

Who this course is for:

  • For university students studying/requiring introductory statistics and for those looking to learn the basics of hypothesis testing before going on to further more advanced statistics
  • Beginner Python / R developers curious about data analysis and statistics
  • Professionals needing to learn statistics and probability