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ChatGPT: The Basics
Home
Course Overview
What is ChatGPT?
Learning Theory and Design
Learning Context and Inclusive Design
Technology Rationale
Learning Outcomes
Assessment Plan Overview
Peer Review
Course Outline
1.0 - Introduction to AI Language Models
1.1 - Overview of AI Language Models
1.2 - Intro to ChatGPT
1.3 - Fine-tuning AI language models
1.4 - Capabilities and Limitations of AI models
1.5 - Resources
2.0 - How ChatGPT Works
2.1 - Architecture and Functioning
2.2 - Techniques Used in Language Models
2.3 - Prompt-based Generation
2.4 - Pre-training and Fine-tuning for Preformance
2.5 - Resources
Assessment: AI Language Model Quiz
Assignment: Group Discussion and Reflection
3.0 - Limitations and Challenges of ChatGPT
3.1 - Limitations and Challenges with Language Models
3.2 - Examining Bias
3.3 - Challenges in Complex Queries
3.4 - AI Safety
3.5 - Resources
4.0 - Ethical Considerations in AI Language Models
4.1 - Introduction to Ethical Considerations
4.2 - Potential Biases and Fairness Issues
4.3 - Privacy Concerns and Data Handling Practices
4.4 - Responsible AI usage and Guidelines
4.5 - Resources
Assignment: Written Analysis
Assignment: Group Discussion and Reflection
5.0 - Evaluating AI Language Model Outputs
5.1 - Developing Critical Evaluation Skills
5.2 - Analyzing Outputs
5.3 - Techniques for Identifying Bias
5.4 - Evaluating Credibility and Trustworthiness
5.5 - Resources
Assignment: Written Analysis 2
6.0 - Societal Impacts of AI Language Models
6.1 - Impacts of AI Language Models on Society
6.2 - Implications for Employment, Education, and Human-AI Interaction
6.3 - The Role of AI Language Models in Misinformation
6.4 - Ethical Dilemmas and Societal Responsibilities
6.5 - Resources
7.0 - Responsible Usage and Future Directions
7.1 - Promoting Responsible Usage
7.2 - Addressing Biases and Improving AI Transparency
7.3 - Ongoing Research and Advancements in AI Language Models
7.4 - Future Directions and Applications of AI Language Models
7.5 - Resources
Assignment: Group Presentation
Assignment: Written Reflection
Summative Assessment
References
ChatGPT: The Basics
Home
Course Overview
What is ChatGPT?
Learning Theory and Design
Learning Context and Inclusive Design
Technology Rationale
Learning Outcomes
Assessment Plan Overview
Peer Review
Course Outline
1.0 - Introduction to AI Language Models
1.1 - Overview of AI Language Models
1.2 - Intro to ChatGPT
1.3 - Fine-tuning AI language models
1.4 - Capabilities and Limitations of AI models
1.5 - Resources
2.0 - How ChatGPT Works
2.1 - Architecture and Functioning
2.2 - Techniques Used in Language Models
2.3 - Prompt-based Generation
2.4 - Pre-training and Fine-tuning for Preformance
2.5 - Resources
Assessment: AI Language Model Quiz
Assignment: Group Discussion and Reflection
3.0 - Limitations and Challenges of ChatGPT
3.1 - Limitations and Challenges with Language Models
3.2 - Examining Bias
3.3 - Challenges in Complex Queries
3.4 - AI Safety
3.5 - Resources
4.0 - Ethical Considerations in AI Language Models
4.1 - Introduction to Ethical Considerations
4.2 - Potential Biases and Fairness Issues
4.3 - Privacy Concerns and Data Handling Practices
4.4 - Responsible AI usage and Guidelines
4.5 - Resources
Assignment: Written Analysis
Assignment: Group Discussion and Reflection
5.0 - Evaluating AI Language Model Outputs
5.1 - Developing Critical Evaluation Skills
5.2 - Analyzing Outputs
5.3 - Techniques for Identifying Bias
5.4 - Evaluating Credibility and Trustworthiness
5.5 - Resources
Assignment: Written Analysis 2
6.0 - Societal Impacts of AI Language Models
6.1 - Impacts of AI Language Models on Society
6.2 - Implications for Employment, Education, and Human-AI Interaction
6.3 - The Role of AI Language Models in Misinformation
6.4 - Ethical Dilemmas and Societal Responsibilities
6.5 - Resources
7.0 - Responsible Usage and Future Directions
7.1 - Promoting Responsible Usage
7.2 - Addressing Biases and Improving AI Transparency
7.3 - Ongoing Research and Advancements in AI Language Models
7.4 - Future Directions and Applications of AI Language Models
7.5 - Resources
Assignment: Group Presentation
Assignment: Written Reflection
Summative Assessment
References
More
Home
Course Overview
What is ChatGPT?
Learning Theory and Design
Learning Context and Inclusive Design
Technology Rationale
Learning Outcomes
Assessment Plan Overview
Peer Review
Course Outline
1.0 - Introduction to AI Language Models
1.1 - Overview of AI Language Models
1.2 - Intro to ChatGPT
1.3 - Fine-tuning AI language models
1.4 - Capabilities and Limitations of AI models
1.5 - Resources
2.0 - How ChatGPT Works
2.1 - Architecture and Functioning
2.2 - Techniques Used in Language Models
2.3 - Prompt-based Generation
2.4 - Pre-training and Fine-tuning for Preformance
2.5 - Resources
Assessment: AI Language Model Quiz
Assignment: Group Discussion and Reflection
3.0 - Limitations and Challenges of ChatGPT
3.1 - Limitations and Challenges with Language Models
3.2 - Examining Bias
3.3 - Challenges in Complex Queries
3.4 - AI Safety
3.5 - Resources
4.0 - Ethical Considerations in AI Language Models
4.1 - Introduction to Ethical Considerations
4.2 - Potential Biases and Fairness Issues
4.3 - Privacy Concerns and Data Handling Practices
4.4 - Responsible AI usage and Guidelines
4.5 - Resources
Assignment: Written Analysis
Assignment: Group Discussion and Reflection
5.0 - Evaluating AI Language Model Outputs
5.1 - Developing Critical Evaluation Skills
5.2 - Analyzing Outputs
5.3 - Techniques for Identifying Bias
5.4 - Evaluating Credibility and Trustworthiness
5.5 - Resources
Assignment: Written Analysis 2
6.0 - Societal Impacts of AI Language Models
6.1 - Impacts of AI Language Models on Society
6.2 - Implications for Employment, Education, and Human-AI Interaction
6.3 - The Role of AI Language Models in Misinformation
6.4 - Ethical Dilemmas and Societal Responsibilities
6.5 - Resources
7.0 - Responsible Usage and Future Directions
7.1 - Promoting Responsible Usage
7.2 - Addressing Biases and Improving AI Transparency
7.3 - Ongoing Research and Advancements in AI Language Models
7.4 - Future Directions and Applications of AI Language Models
7.5 - Resources
Assignment: Group Presentation
Assignment: Written Reflection
Summative Assessment
References
Summative Assessment
Assignment: Written Reflection
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