Learners who have completed the AI Enthusiast pathway will an understanding of the ethical issues related to data and AI that must be considered before undertaking any AI project, have intermediate level programming abilities, demonstrates proficiency in feature engineering, understand the core concepts of AI/ML, develop simple AI solutions independently, support the development of complex AI solutions and effectively communicate results to non-technical stakeholders.