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 專項課程科罗拉多大学波德分校課程信息
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第 2 門課程（共 4 門）
初級
完成時間大約為7 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
您將學到的內容有
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.
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 2 門課程（共 4 門）
初級
完成時間大約為7 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
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.
授課大綱 - 您將從這門課程中學到什麼
完成時間為 3 小時
Problems for Minds and Machines
This week we will begin our discussions by defining the boundaries and limitations of problems and their solutions.
完成時間為 3 小時
2 個視頻 （總計 55 分鐘）, 1 個閱讀材料, 2 個測驗
完成時間為 1 小時
Computers and Logic
This week we will explore adapting problem-solving approaches into computational methods.
完成時間為 1 小時
2 個視頻 （總計 48 分鐘）
完成時間為 3 小時
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.
完成時間為 3 小時
2 個視頻 （總計 50 分鐘）, 3 個閱讀材料, 2 個測驗
完成時間為 1 小時
Course Assessment & Wrap-Up Discussion
In this module, you will test your knowledge on methods for solving problems.
完成時間為 1 小時
審閱
來自METHODS FOR SOLVING PROBLEMS的熱門評論
由 S 提供2020年7月26日
A beautiful introductory course that introduces to the methods of solving and reasoning behind them.
由 AM 提供2020年8月29日
Some of the resources are broken. Also, there are some quizzes which require revision
由 DC 提供2020年8月21日
this course give you many tools and new ideas the how to think computationally
由 CN 提供2020年12月3日
Fantastic course! Big thanks to the University of Colorado, Boulder.
關於 Mind and Machine 專項課程
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.
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