AI Foundations for Users

Course description

Artificial Intelligence (AI) is no longer a concept of the future; it is actively shaping industries, workflows, and daily interactions. AI Foundations for Users: Classification to Creation is a structured and comprehensive course designed to provide a clear understanding of AI, its core functions, and its practical applications. This course equips professionals with the foundational knowledge necessary to engage effectively with AI tools, enhancing productivity, decision-making, and innovation. The course begins with an overview of Artificial Intelligence, explaining its role in modern technology and its transformative impact across industries. Participants will explore key milestones in AI history, from Alan Turing’s foundational work to the development of advanced Large Language Models (LLMs) such as GPT-4. Understanding AI’s evolution provides essential context for its current capabilities and future potential. A central focus of the course is distinguishing between Discriminative AI and Generative AI. Discriminative AI powers classification-based applications such as fraud detection, facial recognition, and medical diagnostics, while Generative AI enables the creation of new content, including text, images, and audio. By examining these AI models, learners gain insight into their respective functions, use cases, and limitations. The course further explores how AI processes user prompts, offering a detailed breakdown of the mechanisms behind AI-generated responses. It provides an in-depth look at LLMs, explaining how they leverage vast datasets and billions of parameters to interpret and generate human-like text. To enable effective interaction with AI, the course introduces strategies for optimizing AI engagement. A key component is AI prompt writing, which ensures precise and relevant outputs. Through structured guidance on formulating prompts using Goal, Context, Tone, and Source, learners will develop the ability to refine their AI interactions and enhance the accuracy of responses. By the conclusion of this course, participants will have a comprehensive understanding of AI’s capabilities, constraints, and best practices for integration into professional workflows. AI is not a replacement for human expertise but a tool that enhances efficiency, creativity, and decision-making. This course provides the foundational knowledge and practical skills required to collaborate effectively with AI, fostering innovation and strategic problem-solving.

Course outline