Essentials of Artificial Intelligence

The Essentials of Artificial Intelligence course is a fully online, self-paced course designed for working professionals who want a clear, practical understanding of how AI actually works and how it impacts modern organizations.

The course focuses on the foundational concepts that power AI systems — including logic, search, machine learning, neural networks, reinforcement learning, probabilistic models, and knowledge graphs — explained in a way that is relevant to business decision-making rather than technical coding.

Designed by experienced academic and industry experts, the content is rigorous, structured, and immediately applicable, helping professionals confidently understand, evaluate, and communicate about AI in real-world contexts.

Students who successfully complete the Essentials of Artificial Intelligence course will acquire the following competencies:

AI Foundations & Conceptual Understanding
Build a solid understanding of core AI concepts and terminology, including search, logic, machine learning, neural networks, reinforcement learning, probabilistic models, and knowledge graphs.

Analytical & Systems Thinking
Develop the ability to analyze how AI systems reason, learn, and make decisions, and evaluate their strengths, limitations, and appropriate use cases across real-world scenarios.

Understanding Learning vs. Reasoning in AI
Differentiate between symbolic (reasoning-based) and statistical (learning-based) approaches, and understand how modern AI systems combine both for more intelligent outcomes.

Ethical & Responsible AI Awareness
Recognize key ethical, societal, and accountability considerations surrounding AI, including fairness, transparency, bias, and responsible use in organizations.

AI Communication & Practical Interpretation
Learn how to clearly explain AI concepts and applications to non-technical stakeholders and interpret AI technologies in practical, business-relevant terms.

Professional Confidence with AI Concepts
Gain the knowledge needed to confidently engage in conversations, projects, and decisions involving AI technologies across a wide range of professional contexts.