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add an ai course harvard CS182
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docs/人工智能/CS182.md
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# CS182: Artificial Intelligence
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## 课程简介
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- **所属大学**:Harvard University
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- **先修要求**:Statistics 110 (Probability) 或等效课程
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- **编程语言**:Python
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- **课程难度**:🌟🌟🌟🌟
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- **预计学时**:50 小时
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Harvard 的人工智能课程介绍了现代 AI 的基本概念和技术,旨在教学生如何识别不同计算任务的有效表示和解决方法。课程内容覆盖了搜索与规划、优化与博弈、以及不确定性与学习等主题。特别强调 AI 中的伦理问题和能为社会带来益处的应用。
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课程的重点包括经典 AI 技术,如启发式搜索算法、决策规划、博弈论和强化学习等,同时也会涉及机器学习和深度学习的基础概念。此外,课程还通过案例讨论如何使用 AI 技术解决社会问题。
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### 学习体验:
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该课程结构清晰,适合对 AI 感兴趣并具有一定数学和编程基础的学生。课堂上会结合实际问题与 AI 技术进行讨论,让学生在理解理论的同时,能够掌握相关算法的实现与应用。
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## 课程资源
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- **课程网站**:[CS182 - Harvard University Fall 2022](https://sites.google.com/view/cs182-f22)
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- **课程教材**:[Artificial Intelligence: A Modern Approach (4th ed.) by Russell and Norvig](https://www.pearson.com/store/p/artificial-intelligence/P100000204484)
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- **课程作业**:包含 5 个问题集、期中和期末考试,具体作业内容可见课程网站
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- 人工智能:
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- 人工智能:
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- "Harvard CS50's Introduction to AI with Python": "人工智能/CS50.md"
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- "Harvard CS50's Introduction to AI with Python": "人工智能/CS50.md"
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- "UCB CS188: Introduction to Artificial Intelligence": "人工智能/CS188.md"
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- "UCB CS188: Introduction to Artificial Intelligence": "人工智能/CS188.md"
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- "Harvard CS182: Artificial Intelligence": "人工智能/CS182.md"
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- 机器学习:
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- 机器学习:
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- "Coursera: Machine Learning": "机器学习/ML.md"
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- "Coursera: Machine Learning": "机器学习/ML.md"
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- "Stanford CS229: Machine Learning": "机器学习/CS229.md"
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- "Stanford CS229: Machine Learning": "机器学习/CS229.md"
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