After completing the Computational Thinking modules, you are ready to consider Level 1 certification. Course completion is not required in order to apply for Level I, but it is recommended. Level 1 certification requires you to take an exam based on the concepts that are taught in the module. Certification is awarded for scores of 70% or higher. Once you have paid the certification fee, you will receive an email with a URL link to the exam.

How Happy Are People in My Country?

How can you measure things like emotion, pain, literacy? Dealing with subjective data like this is a key part of data science in the real world; find out how it's done in this short interactive course.

Cause or Correlation?

"People who took this course earn more in the future!" Learn to be wary of media claims of how one thing causes another and have fun finding your own odd correlations.

Does Gender Help with Your Maths Score?

Comparing two datasets is a first step in any data science course. In this short course, you will analyse local and national datasets and find out how to present your findings.

Can I Spot a Cheat?

Using real data, how do you define when to raise the alarm for possible fraud or bias? How do insurance or credit card companies know when to investigate further?