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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이 강좌에 대하여
배울 내용
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.
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콜로라도 대학교 볼더 캠퍼스
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.
강의 계획표 - 이 강좌에서 배울 내용
Problems for Minds and Machines
This week we will begin our discussions by defining the boundaries and limitations of problems and their solutions.
Computers and Logic
This week we will explore adapting problem-solving approaches into computational methods.
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.
Course Assessment & Wrap-Up Discussion
In this module, you will test your knowledge on methods for solving problems.
검토
- 5 stars57.48%
- 4 stars30.70%
- 3 stars8.66%
- 2 stars1.57%
- 1 star1.57%
METHODS FOR SOLVING PROBLEMS의 최상위 리뷰
it really broaden the way i look and attempt problems
Some of the resources are broken. Also, there are some quizzes which require revision
Fantastic course! Big thanks to the University of Colorado, Boulder.
A beautiful introductory course that introduces to the methods of solving and reasoning behind them.
Mind and Machine 특화 과정 정보
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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