课程概述 / About This Course

本基础课程旨在向公众普及人工智能 (AI) 的基本原理与应用。课程将系统讲解 AI 与机器学习的核心概念，并深入剖析机器学习的不同类型及其学习机制。本课程力求化繁为简，通过初中数学知识，清晰阐释 AI 的底层逻辑。学员无需具备计算机科学或高等数学背景，就能够掌握 AI 技术的关键原理，为未来进一步研究和应用 AI 奠定坚实的基础。

This foundational course aims to popularize the basic principles and applications of Artificial Intelligence (AI) among the general public. The curriculum will systematically explain the core concepts of AI and machine learning, and provide an in-depth analysis of the different types of machine learning and their learning mechanisms. Striving for simplification, this course will clearly elucidate the underlying logic of AI using only middle school-level mathematics. Participants do not need prior backgrounds in computer science or advanced mathematics to grasp the key principles of AI technology, thus laying a solid foundation for future research and application of AI.

值得一提的是，本课程的制作过程亦广泛采用多种 AI 技术，例如图像生成、视频生成及音乐创作等。每节课程还将应用一些最新的 AI 工具，以便学员直观感受不同工具的实际应用效果和 AI 技术的日新月异。加入我们，一同探索 AI 的奇妙世界！

It is worth noting that the production process of this course also extensively utilizes various AI technologies, such as image generation, video generation, and music composition. Each lesson will also incorporate some of the latest AI tools, allowing learners to directly experience the practical application effects of different tools and the rapid advancements in AI technology. We invite you to join us in exploring the fascinating world of AI!