From Data to AI with AI Canvas for Business

Alexandra has prepared for you a journey where she tries to connect the dots between data, AI and value creation with the goal to bring Markov Chains' simplicity to business.

Expect a walkthrough of some AI terminology, a showcase of the classic workflows of a ML and data science project, and a discovery of a framework to help us build a top level view of our ML project needs and touchpoints.

The AI Canvas is a way to clarify the seven factors for each critical decision throughout a business: (1) Prediction: needs to make the decision; (2) Judgment: the value of different outcomes and errors; (3) Action: what to do; (4) Outcome: metrics for success; (5) Input: data needed; (6) Training: needs to train; (7) Feedback: usage of outcomes to improve.