Understand the essence of the job market through economic and statistical concepts, and redesign employment and career-change strategies as data-driven probability problems rather than relying on intuition or "spec" (credentials) competition. Instead of simply accumulating more credentials, this strategy shifts the "playing field" to a rational recruitment market by using AI to directly collect and analyze job postings and corporate data to select markets and openings with a high probability of success. By utilizing AI as a tool built upon core economic and statistical concepts, we systematize document, interview, and application strategies, presenting a way for even non-majors to develop a data-driven employment mindset. Furthermore, we provide a method for non-majors to directly implement a 24-hour AI recruitment assistant—which can be used immediately as a portfolio piece—through AI-based "Vibe Coding."

As Korea's only hands-on course that integrates Generative AI, Vibe Coding, and DX/AX into a single experience, it provides non-majors with the motivation and vision to leverage AI technology in their professional and daily lives. Moving beyond simple theory and introductions, it helps students achieve tangible career growth by providing opportunities to complete practical portfolios and real-world automation projects. From tool installation to building actual services, this course is designed for even beginners to follow along easily.

This is a machine learning lecture written in easy-to-understand language, like a story, without any formulas—tailored perfectly for those who are humanities students to the core!