Course Summary
Explore the intersection of human cognition and artificial intelligence in this course. Learn how to solve complex problems using a variety of methods and tools.Key Learning Points
- Understand the cognitive processes involved in problem-solving
- Learn how to use artificial intelligence tools to solve problems
- Develop critical thinking and analytical skills
Related Topics for further study
Learning Outcomes
- Develop problem-solving skills using a variety of methods and tools
- Understand the cognitive processes involved in problem-solving
- Apply artificial intelligence tools to solve complex problems
Prerequisites or good to have knowledge before taking this course
- Basic understanding of programming concepts
- Familiarity with mathematical concepts like probability and statistics
Course Difficulty Level
IntermediateCourse Format
- Online
- Self-Paced
- Video Lectures
- Quizzes
Similar Courses
- Introduction to Cognitive Science
- Artificial Intelligence for Everyone
Related Education Paths
Notable People in This Field
- CEO of SpaceX and Tesla
- CEO of DeepMind
Related Books
Description
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.
Knowledge
- 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.
Outline
- Problems for Minds and Machines
- Solving Problems
- Problems for Minds and Machines
- Recognizing, Defining, and Representing Problems
- Recognizing and Solving Problems
- A Classic Puzzle
- Computers and Logic
- Hard Problems for Computers
- Machines and Logic
- Computers and Logic
- Humans and Heuristics
- Judgment and Decision Making
- Heuristics and Biases in Judgment
- Prospect Theory
- Judgment under Uncertainty: Heuristics and Biases
- ***Cognitive Bias Bootcamp
- Judgment and Decision Making
- Heuristics and Biases
- Course Assessment & Wrap-Up Discussion
- Regression to the Mean
- Small Numbers Fallacy
Summary of User Reviews
Learn problem-solving methods for tackling complex challenges in a rapidly changing world with Mind and Machine. Students rave about the course's comprehensive coverage of problem-solving methods and the engaging teaching style of the instructors.Key Aspect Users Liked About This Course
Comprehensive coverage of problem-solving methodsPros from User Reviews
- Engaging teaching style of instructors
- Course materials are easy to understand
- Real-world examples and case studies
- Interactive and collaborative learning environment
- Flexible schedule and self-paced learning
Cons from User Reviews
- Some technical issues with the platform
- Limited opportunities for personalized feedback
- Some topics are not covered in enough depth
- Not suitable for those without a background in problem-solving
- Some assignments can be time-consuming
David Quigley
4.4 Raiting
Chart JS, the complete guide. ChartJS missing manual.
- 4.7
-
![]()
![]()
![]()
![]()
![]()
The Chart JS missing manual. Master how to use ChartJS and become a data visualizer with ChartJS! Chart JS the missing manual!=====================================================================...
Mathematics for Data Science and Machine Learning using R
- 4.7
-
![]()
![]()
![]()
![]()
![]()
Learn the fundamental mathematics for Data Science, AI &ML using R From healthcare to business, everywhere data is important. However, it revolves around 3 major aspects i....
Apple Photos - Up to Speed
- 0.0
-
![]()
![]()
![]()
![]()
![]()
Edit and Organize Photos Like a Pro with Apple Photos Welcome to Apple Photos Up to Speed! Who is this course for?...
Master Lateral Thinking
- 4.6
-
![]()
![]()
![]()
![]()
![]()
Become a Creative Problem-Solver; Find Fresh Ideas. Do you and your team sometimes get stuck for ideas? Do you keep tackling the same problems and not cracking them?...
