人工智能
人工智能
少于1000 人选课
更新日期:2025/07/16
开课平台学堂在线
开课高校西安邮电大学
开课教师白琳李培潘晓英王燕马帅印
学科专业工学计算机类
开课时间2025/02/19 - 2025/07/22
课程周期22 周
开课状态开课中
每周学时-
课程简介

《人工智能》英文版慕课从教学实际需求出发,面向学生国际化发展目标,教学内容紧紧围绕人工智能的基本思想、基本理论、基本方法及其应用展开,融合前沿内容与典型应用。具体包括:智能体、知识表示、知识推理、搜索、进化计算、群体智能、人工神经网络、机器学习、深度学习和专家系统等基本理论与实用方法。了解新兴应用等前沿内容,重点介绍人工智能的核心思想、基本理论,基本方法与算法的典型应用,提高学生应用人工智能理论解决实际工程问题的能力。

The purpose of the Artificial intelligence (AI) course is to help students understand the basic concepts and research methods of AI, be familiar with the development direction of the discipline and the international academic frontier, and establish a foundation for further research in this field. By studying this course, students can master the fundamental principles of AI and acquire initial knowledge and skills in intelligent computation, machine learning, and deep neural networks. They will also develop the ability to apply these methods to solve practical problems.

        The course consists of eight chapters: Introduction, Intelligent Agent, Reasoning by Knowledge, Solving Problems by Search, Computational Intelligence, Machine Learning, Neural Network and Expert Systems. Furthermore, several thematic discussions have been incorporated, such as typical applications and the future of AI.


课程大纲
Chapter 1 Introduction
Chapter 2 Intelligent Agent
Chapter 3 Reasoning by Knowledge
Chapter 4 Solving Problems by Search
Chapter 5 Computational Intelligence
Chapter 6 Machine Learning
Chapter 7 Neural Network
Chapter 8 Expert Systems
Chapter 9 Discussion
Final Examination