Statistics – The Big Picture – Sample

Statistics – The Big Picture

Course Description

Let’s face it, stats is hard.

Or is it?

Over the years I’ve taught statistics to hundreds of people, and every one of them had 2 things in common:

  1. they all said they didn’t understand statistics
  2. they all had the light-bulb moment when they suddenly ‘got it’


But from time to time one of them would say ‘yeah, but that’s only one small part of stats – how does it fit into the bigger picture?’.
I wanted to point them to some resource and say ‘here you go, here it is, the bigger picture – this is how it all fits together’, but I never found such a resource.

So I decided that I was going to create it.

So that’s what I’ve done – and this exclusive course is the result!

It took me months, but I’ve researched all the little nooks and crannies of the statistics universe and I’ve created a mind map of what stats looks like when you pull it all together.

And it’s an absolute beauty!

You want to know where cluster analysis fits into the general scheme of things? What about random forests and artificial neural networks?
Do you know how time series analysis fits in? What about bootstrapping or Bayesian belief networks?

They’re all in here, and more, all in their correct place.

And there’s only one place in the universe that you can get this course – right here!

You’ll be surprised to discover that there are only 7 broad topics of statistics:

  1. Probability
  2. Design of Experiments
  3. Data Collection
  4. Data Cleaning
  5. Data Analysis
  6. Inferential Statistics
  7. Specialised Topics


I explain each of them and their many sub-topics in this video course, shedding light on all the dark corners as I go.

If you’re truly interested in learning more about stats, this is an absolute must-see!


At the end of this course you will receive a certificate of completion. Post it to Facebook, your LinkedIn page or print it out and stick it on your wall. Just don’t throw darts at it, ok…

Learning Outcomes

  • Several hours of video content!
  • A high definition pdf of ‘Statistics – The Bigger Picture’ to download and keep
  • Learn how everything in statistics ‘fits together’
  • Improve your statistical decision making skills
  • Understand all branches of statistics and how they relate
  • Learn the correct order of applying statistics to your data
  • Use the Bigger Picture to plan every detail of your study, from beginning to end
  • See the bigger picture of your research study – even before you’ve started

Course Content

Total learning: 6 lessons Time: 180 minutes


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Lee Baker is an award-winning software creator that lives behind a keyboard in a darkened room. Illuminated only by the light from his monitor, he aspires to finding the light switch. With decades of experience in science, statistics and artificial intelligence, he has a passion for telling stories with data, yet despite explaining it a dozen times, his mother still doesn’t understand what he does for a living. Insisting that data analysis is much simpler than we think it is, he creates friendly, easy-to-understand video courses that teach the fundamentals of data analysis and statistics. As the CEO of Chi-Squared Innovations, one day he’d like to retire to do something simpler, like crocodile wrestling.



  • Over 3 hours on-demand video
  • Language: English
  • Certificate of Completion
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