Can Machines Be Creative?-Welcome to the Class
Welcome to Artificial Creativity
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Welcome to the Class
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Key Terminologies and Concepts
Go Even Further with Parsons
Can Machines Be Creative?-A Creative Move by AlphaGo
A Creative Move by AlphaGo Introduction
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A Creative Move by AlphaGo
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Required Reading: AlphaGo
Personal Reflection: A Creative Move by AlphaGo
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Can Machines Be Creative?-Your First Design Research Challenge: Observational Research
Your First Design Research Challenge: Observational Research Introduction
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Your First Design Research Challenge: Observational Research
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Business Application: Understanding Customer Behavior Through Observation
Optional Reading: Universal Methods of Design
Personal Reflection: Observational Research
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Can Machines Be Creative? Conclusion
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The Poetical Science of AI-The Origins of Artificial Intelligence
The Origins of Artificial Intelligence Introduction
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The Origins of Artificial Intelligence
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Optional Reading: The Innovators: How a Group of Hackers, Geniuses, and Geeks Created the Digital Revolution by Walter Isaacson
Personal Reflection: The Origins of Artificial Intelligence
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The Poetical Science of AI-Determining Artificial Intelligence: The Turing Test
Determining Artificial Intelligence: The Turing Test Introduction
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Determining Artificial Intelligence: The Turing Test
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Required Reading: Computing Machinery and Intelligence
Personal Reflection: Determining Artificial Intelligence: The Turing Test
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The Poetical Science of AI-Experimenting with Artificial Creativity: OpenAI's GPT-2 and Sony's Flow Machines
Experimenting with Artificial Creativity: OpenAI's GPT-2 and Sony's Flow Machines Introduction
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Experimenting with Artificial Creativity: OpenAI's GPT-2 and Sony's Flow Machines
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Video Activity: Experimenting with Artificial Creativity: OpenAI's GPT-2 and Sony's Flow Machines
Required Reading: OpenAI's GPT-2 and Sony's Flow Machines
Personal Reflection: Experimenting with Artificial Creativity: OpenAI's GPT-2 and Sony's Flow Machines
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The Poetical Science of AI-Design Research: Analysis
Design Research: Analysis Introduction
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Design Research: Analysis
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Video Activity: Design Research: Analysis
Business Application: Integrating Diverse Data Sources with Analysis Activities
Personal Reflection: Design Research: Analysis
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The Poetical Science of AI Conclusion
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Advanced Theories and Techniques Behind Artificial Creativity: Part I-Understanding the Symbolic Approach to AI
Understanding the Symbolic Approach to AI Introduction
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Understanding the Symbolic Approach to AI
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Optional Reading: Artificial Intelligence: A Guide for Thinking Humans
Personal Reflection: Understanding the Symbolic Approach to AI
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Advanced Theories and Techniques Behind Artificial Creativity: Part I-Meet AARON: Computer-Generated Original Art
Meet AARON: Computer-Generated Original Art Introduction
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Meet AARON: Computer-Generated Original Art
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Video Activity: Meet AARON: Computer-Generated Original Art
Optional Reading: Harold Cohen and AARON - A 40 Year Collaboration
Personal Reflection: Meet AARON: Computer-Generated Original Art
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Advanced Theories and Techniques Behind Artificial Creativity: Part I-Generative Art: Simulating Life with AI
Generative Art: Simulating Life with AI Introduction
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Generative Art: Simulating Life with AI
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Video Activity: Generative Art: Simulating Life with AI
Optional Reading: The Lasting Lessons of John Conway's Game of Life
Personal Reflection: Generative Art: Simulating Life with AI
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Advanced Theories and Techniques Behind Artificial Creativity: Part I-Design Research: Interview
Design Research: Interview Introduction
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Design Research: Interview
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Business Application: Better Alignment with Strategic Partners through Interview Techniques
Personal Reflection: Design Research: Interview
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Advanced Theories and Techniques Behind Artificial Creativity: Part I Conclusion
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How to Make Things Creative II-Understanding the Subsymbolic Approach to AI
Understanding the Subsymbolic Approach to AI Introduction
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Understanding the Subsymbolic Approach to AI
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Personal Reflection: Understanding the Subsymbolic Approach to AI
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How to Make Things Creative II-The Next Rembrandt: Can AI Generate a Masterpiece?
The Next Rembrandt: Can AI Generate a Masterpiece? Introduction
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The Next Rembrandt: Can AI Generate a Masterpiece?
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Video Activity: The Next Rembrandt: Can AI Generate a Masterpiece?
Personal Reflection: The Next Rembrandt: Can AI Generate a Masterpiece?
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How to Make Things Creative II-Creating Machine Learning Models with Google's Teachable Machine
Creating Machine Learning Models with Google's Teachable Machine Introduction
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Creating Machine Learning Models with Google's Teachable Machine
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Video Activity: Creating Machine Learning Models with Google's Teachable Machine
Personal Refelction: Creating Machine Learning Models with Google's Teachable Machine
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How to Make Things Creative II-Design Research: Ideation
Design Research: Ideation Introduction
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Design Research: Ideation
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Business Application: Generating Effective Solutions with Ideation
Personal Reflection: Design Research: Ideation
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Advanced Theories and Techniques Behind Artificial Creativity: Part II Conclusion
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Would You Collaborate With a Machine?-Creativity Through Computation
Creativity Through Computation Introduction
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Creativity Through Computation
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Optional Reading: Computational Creativity
Personal Reflection: Creativity Through Computation
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Would You Collaborate With a Machine?-Can Machines Imagine?
Can Machines Imagine? Introduction
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Can Machines Imagine?
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Video Activity: Can Machines Imagine?
Optional Reading: Inceptionism: Going Deeper into Neural Networks
Personal Reflection: Can Machines Imagine?
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Would You Collaborate With a Machine?-Creating Generative Art with NVIDIA's AI Playground
Creating Generative Art with NVIDIA's AI Playground Introduction
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Creating Generative Art with NVIDIA's AI Playground
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Video Activity: Creating Generative Art with NVIDIA's AI Playground
Optional Reading: Semantic Image Synthesis with Spatially-Adaptive Normalization
Personal Reflection: Creating Generative Art with NVIDIA's AI Playground
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Would You Collaborate With a Machine?-Design Research: LoFi Prototype
Design Research: LoFi Prototype Introduction
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Design Research: LoFi Prototype
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Business Application: De-risking Research and Development with LoFi Prototyping
Personal Reflection: Design Research: LoFi Prototype
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Artificial Creativity Conclusion
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