Research on the Path of Artificial Intelligence Empowering the Construction of Sports Big Data Courses and the Reform of Teaching Methods

随着教育信息化的不断深入，人工智能技术正逐步渗透至教育教学的各个环节。本研究聚焦体育大数据专业教育领域，重点探讨如何利用人工智能技术开展专业课程体系重构和教学方法创新。这一研究课题具有双重意义：一方面回应了当前体育教育数字化转型的迫切需求；另一方面为教育系统的整体完善升级提供了实践范例。研究内容涵盖实施条件分析、现实困境剖析、改革路径设计、成效评估等维度，旨在通过人工智能技术赋能体育大数据专业人才培养体系的优化，为应用型人才培养提供新思路。With the advancement of education informatization process, Artificial Intelligence (AI) technology is gradually penetrating into all aspects of education and teaching. This study focuses on the education field of sports big data majors, focusing on how to carry out the reconstruction of the professional curriculum system and the innovation of teaching mode relying on intelligent technology. This research topic has a dual significance: on the one hand, it responds to the current urgent need for digital transformation of physical education disciplines; on the other hand, it also provides a practical example for the overall upgrading of the educational ecosystem. The research covers the dimensions of implementation conditions analysis, real-life dilemma analysis, transformation strategy design and effectiveness evaluation, aiming to promote the optimization of the professional talent training system of sports big data through technological empowerment, and to provide new ideas for the cultivation of applied talents.