Data Fundamentals: You are looking for an introduction to the world of data, data science, machine learning, artificial intelligence and business intelligence. You may eventually move into the Data Champion or Data Practitioner streams.

Data Champion: You are working in an area that you suspect could benefit from data science, machine learning, artificial intelligence or business intelligence.You may be a manager, domain expert or data consumer.

Data Practitioner: You already work with data in some capacity, or have had some training in a relevant discipline (e.g. statistics, computer science, science). You want to be exposed to new techniques, enhance your skill set, or re-train to increase your work opportunities. Some people may make their way into this stream through our bridging workshops.

Data Scientist: You already work with data in some capacity and want an introduction to more advanced data analysis techniques, including machine learning, data visualization and advanced statistical analysis techniques.

Once you have spent some time in workshops from one path, you may choose to continue to advance in your current path or move to a different path.