In this course, we will explore different types of problems, the boundaries of what makes a problem solvable, and the different algorithms, rules, and heuristics we can implement to solve these problems.
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Mind and Machine 专项课程科罗拉多大学波德分校课程信息
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100% 在线
立即开始，按照自己的计划学习。
第 2 门课程（共 4 门）
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初级
完成时间大约为7 小时
英语（English）
字幕：英语（English）
您将学到的内容有
Ascribe human and computational problems to various definitions of difficulty and problem solving techniques.
Use problem solving strategies to break down problems.
Describe the effects of various sources of bias in judgement and decision making.
Analyze and apply heuristic models and probability modeling to a variety of decision making scenarios.
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
第 2 门课程（共 4 门）
可灵活调整截止日期
根据您的日程表重置截止日期。
初级
完成时间大约为7 小时
英语（English）
字幕：英语（English）
提供方
科罗拉多大学波德分校
CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies.
教学大纲 - 您将从这门课程中学到什么
完成时间为 3 小时
Problems for Minds and Machines
This week we will begin our discussions by defining the boundaries and limitations of problems and their solutions.
完成时间为 3 小时
2 个视频 （总计 55 分钟）, 1 个阅读材料, 2 个测验
1 个阅读材料
Recognizing, Defining, and Representing Problems30分钟
2 个练习
Recognizing and Solving Problems10分钟
A Classic Puzzle25分钟
完成时间为 1 小时
Computers and Logic
This week we will explore adapting problem-solving approaches into computational methods.
完成时间为 1 小时
2 个视频 （总计 48 分钟）
1 个练习
Computers and Logic15分钟
完成时间为 3 小时
Humans and Heuristics
This week we will discuss judgment and decision making as a different kind of problem-solving and explore how heuristics are used for these tasks.
完成时间为 3 小时
2 个视频 （总计 50 分钟）, 3 个阅读材料, 2 个测验
3 个阅读材料
Prospect Theory30分钟
Judgment under Uncertainty: Heuristics and Biases30分钟
***Cognitive Bias Bootcamp15分钟
2 个练习
Judgment and Decision Making5分钟
Heuristics and Biases10分钟
完成时间为 1 小时
Course Assessment & Wrap-Up Discussion
In this module, you will test your knowledge on methods for solving problems.
完成时间为 1 小时
2 个练习
Regression to the Mean15分钟
Small Numbers Fallacy10分钟
关于 Mind and Machine 专项课程
This specialization examines the ways in which our current understanding of human thinking is both illuminated and challenged by the evolving techniques and ideas of artificial intelligence and computer science. Our collective understanding of “minds” – both biological and computational – has been revolutionized over the past half-century by themes originating in fields like cognitive psychology, machine learning, neuroscience, evolutionary psychology, and game theory, among others. This specialization focuses on both the larger “historical” arc of these changes as well as current research directions and controversies.
常见问题
我什么时候能够访问课程视频和作业？
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
- The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
- The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
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您注册课程后，将有权访问专项课程中的所有课程，并且会在完成课程后获得证书。您的电子课程证书将添加到您的成就页中，您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容，可以免费旁听课程。
退款政策是如何规定的？
如果订阅，您可以获得 7 天免费试听，在此期间，您可以取消课程，无需支付任何罚金。在此之后，我们不会退款，但您可以随时取消订阅。请阅读我们完整的退款政策。
有助学金吗？
是的，Coursera 可以为无法承担费用的学生提供助学金。通过点击左侧“注册”按钮下的“助学金”链接可以申请助学金。您可以根据屏幕提示完成申请，申请获批后会收到通知。您需要针对专项课程中的每一门课程完成上述步骤，包括毕业项目。了解更多。
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