The convergence of Industry 6.0 technologies, machine learning, and
generative AI is transforming higher education by enabling automated and intelligent
data visualization systems. This chapter, “Dynamic Dashboards for Machine LearningDriven Remote Sensing Data Visualization in Higher Education Advancing Towards
Industry 6.0,” presents a framework for automating complex academic workflows
using tools like Streamlit, Gemini, and GPT-based APIs. Key automation processes
include course planning, pedagogical recommendations, student list-based guide
assignments, and automated evaluation generation, all of which drive a shift toward
data-informed, responsive university systems. By integrating remote sensing data and
intelligent dashboards, this approach enhances decision-making, student support, and
resource management within educational institutions. The chapter concludes with
insights into data privacy, ethical considerations, and future directions for Industry 6.0-
driven advancements in education.
Keywords: Data visualization, Generative AI, Industry 6.0 in education, Remote sensing data, Streamlit dashboards.
