Understanding AI And Machine Learning Concepts To Build Your AI Leadership Brain Trust.

This blog is a continuation of the Building AI Leadership Brain Trust Blog Series which targets board directors and CEO's to accelerate their duty of care to develop stronger skills and competencies in AI in order to ensure their AI programs achieve sustaining results. My last two blogs focused on the importance of AI professionals having some foundation in science discipline as a cornerstone for designing and developing AI models and production processes, and explored value of computing science, the richness of complexity sciences and the value of physics to appreciate the importance of integrating diverse disciplines into complex AI programs - key for successful returns on investments (ROI). This blog discusses key AI and machine learning (ML) terms that every board director and CEO must know to stay relevant and advance their duty of care. If you want a good starter on the responsibility and duty of care, I recommend you read my earlier blog here. In the Brain Trust Series, I have identified over 50 skills required to help evolve talent in organizations committed to advancing AI literacy.