Claude Advanced Prompting and Ethical Considerations

Overview

Many users struggle to get accurate results from GenAI while protecting sensitive information and ensuring fair outcomes. In this course, Claude Advanced Prompting and Ethical Considerations, you'll learn strategies to overcome these challenges.

First, you’ll explore advanced prompting techniques including chain-of-thought reasoning. Next, you'll discover how to keep sensitive information safe and use AI responsibly.

Finally, you'll learn how to detect and mitigate bias. When you’re finished with this course, you’ll have the skills and knowledge of Claude needed to solve complex tasks, while maintaining data security and ethical standards.

Syllabus

• **Introduction to Claude Advanced Prompting**
Overview of Key Challenges with GenAI
Course Objectives and Expected Outcomes
• **Advanced Prompting Techniques**
Chain-of-Thought Reasoning
Contextual Prompting
Iterative Refinement and Feedback Loops
• **Protecting Sensitive Information**
Understanding Data Privacy and Security
Best Practices for Safeguarding Information
Techniques for Anonymizing Data Inputs
• **Responsible AI Use**
Principles of Ethical AI Deployment
Identifying and Preventing Misuse of AI
Case Studies on Responsible AI Implementation
• **Detecting and Mitigating Bias**
Types of Bias in AI Systems
Tools and Methods for Bias Detection
Strategies for Mitigating Bias in Outputs
• **Hands-On Practice and Application**
Practical Exercises on Prompt Crafting
Real-World Scenarios of Ethical Decision-Making
Peer Review and Collaborative Workshops
• **Evaluation and Assessment**
Quizzes and Assignments to Test Understanding
Final Project: Real-World AI Prompting Challenge
• **Wrap-Up and Further Resources**
Summary of Key Learning Points
Additional Reading and Resources for Continued Learning
Course Feedback and Improvement Process

Taught by

Mihaela Danci

Subjects

Computer Science