Practical ChatGPT: From Use Cases to Prompt Engineering & Ethical Implications E-Learning

As we navigate the evolving landscape of Artificial Intelligence (AI), one technology stands out due to its potential to redefine our approach to learning and development - ChatGPT, a sophisticated language model developed by OpenAI.

This LearningKIT provides learners with a thorough exploration of ChatGPT, starting with an introduction to large language models and their capabilities, the series progresses through practical applications, advanced techniques, industry impacts, and important ethical considerations. Each course aims to equip learners with an in-depth understanding of the model, its functionality, and its wide-ranging applications.

In the spirit of exploring the exciting possibilities of generative AI, these courses were built using several AI technologies paired alongside Skillsoft’s trusted design methodologies. Generative AI was used to draft the curriculum plan and on-screen text, while AI text-to-speech services were used for the narration.

This LearningKit with more than 7:36 hours of learning is divided into three tracks:

Track 1: ChatGPT Overview

In this track of the ChatGPT learning, the focus will be on understanding the ChatGPT model and using it for text and code generation through effective prompt engineering. Learners will get hands-on experience with real-world examples, improving their proficiency in creating efficient prompts. Learners will also examine the model's potential impact across various industries and the importance of addressing ethical, privacy, and intellectual property concerns in AI applications. The journey will conclude with learners having the opportunity to apply what they've learned by building a Python-based, AI-driven application to analyze sentiment in a social media feed.
E-learning Courses:

ChatGPT & Its Practical Use Cases
ChatGPT Prompt Engineering Examples & Use Cases
Creating Advanced ChatGPT Prompts
ChatGPT's Impact on Various Industries
Ethical, Privacy, & Intellectual Property Considerations for ChatGPT
The Role of ChatGPT in Shaping Our Future

ChatGPT & Its Practical Use Cases

Course: 1 Hour, 7 Minutes

• Course Overview
• What is ChatGPT?
• History of Language Models and AI
• ChatGPT vs. Other Language Models
• Features of ChatGPT
• Use Cases for ChatGPT
• Additional Applications of ChatGPT
• Benefits of ChatGPT
• Limitations of ChatGPT
• Ethical Considerations While Using ChatGPT
• Impact of ChatGPT on Society and Culture
• Creating a Basic Prompt for ChatGPT
• Writing Different Prompt Styles and Analyzing Responses
• Course Summary

Mastering ChatGPT Prompts: ChatGPT Prompt Engineering Examples & Use Cases

Course: 1 Hour, 12 Minutes

• Course Overview
• Practical Prompt Engineering
• Types of Prompts in ChatGPT
• Effective Prompt Writing for ChatGPT
• Prompt Assessments in Real-world ChatGPT Apps
• Ethical Considerations for Using Prompts in ChatGPT
• The Impact of Prompts on ChatGPT Accuracy
• Relationship between Prompts and Training Data
• Building Effective and Relevant Use Cases for ChatGPT Prompts
• Evaluating the Impact of Different Prompts
• Identifying Faulty and Problematic Prompt Responses
• Crafting Ethical Prompts for ChatGPT
• Course Summary

Creating Advanced ChatGPT Prompts

Course: 1 Hour, 20 Minutes

• Course Overview
• Important Techniques for Writing ChatGPT Prompts
• Using Prompts in Real-world Applications
• What Is Chain of Thought Prompting?
• Harnessing the Power of Chain of Thought Prompting
• What Is Zero-shot Chain of Thought?
• Self-consistency in Prompt Engineering
• Applied Programming for ChatGPT Prompts
• Solving Multiple-Choice Questions with ChatGPT
• Building a Chatbot Connected to a Knowledge Base
• Improving ChatGPT's Reliability
• Prompt Debiasing
• Enhancing ChatGPT's Performance through Prompt Debiasing
• ChatGPT Prompt Hacking and Jailbreaking
• Course Summary

Mastering ChatGPT Prompts: ChatGPT Prompt Engineering Examples & Use Cases

Course: 1 Hour, 6 Minutes

• Course Overview
• Practical Prompt Engineering
• Types of Prompts in ChatGPT
• Effective Prompt Writing for ChatGPT
• Prompt Assessments in Real-world ChatGPT Apps
• Ethical Considerations for Using Prompts in ChatGPT
• The Impact of Prompts on ChatGPT Accuracy
• Relationship between Prompts and Training Data
• Building Effective and Relevant Use Cases for ChatGPT Prompts
• Evaluating the Impact of Different Prompts
• Identifying Faulty and Problematic Prompt Responses
• Course Summary

ChatGPT's Impact on Various Industries

Course: 52 Minutes

• Course Overview
• Industries Leveraging ChatGPT
• Impact of ChatGPT on Business Processes
• Ethical Considerations and Challenges of ChatGPT
• Potential of ChatGPT in Shaping the Future of Work
• ChatGPT for Solving Global Challenges
• Future Advancements in ChatGPT
• Protecting Sensitive Intellectual Property While Using ChatGPT
• Role of Government and Industry in Regulating ChatGPT
• Using ChatGPT in Various Industries
• Course Summary

Ethical, Privacy, & Intellectual Property Considerations for ChatGPT

Course: 35 Minutes

• Course Overview
• What is Ethical AI?
• Ethical Challenges of AI Models and ChatGPT
• Consequences of Using ChatGPT and other AI Models
• Transparency and Accountability in AI Models
• Role of AI Models in Creating Bias
• Impact of AI Models on Privacy and Security
• Ethical AI Modeling
• Roles of Government, Industry, and Society in Regulating AI Models
• Impact of AI Models on Human Rights and Dignity
• Impact of AI Models on Sharing Sensitive Intellectual Property (IP)
• How to Protect Company, Personal, and IP Data While Using AI Models
• ChatGPT Security Vulnerabilities
• Course Summary

The Role of ChatGPT in Shaping Our Future

Course: 24 Minutes

• Course Overview
• ChatGPT in High Tech
• ChatGPT in Education
• ChatGPT in Government and Law
• Generative AI and Everyday Life
• Ethical Considerations of AI Technologies Revisited
• ChatGPT and the Future of Work
• The Bigger Picture: ChatGPT and AGI
• The Next 5-10 Years in Generative AI
• Course Summary

Assessment:

• Final Exam: ChatGPT: From Practical Use Cases to Prompt Engineering and Ethical Implications

Leadercamp on-demand:

Exploring Generative AI and ChatGPT

In this Leadercamp, Professor Jonathan Reichental, a Silicon Valley executive and educator, will provide valuable insights on Generative AI and ChatGPT, including tips and tricks to leverage its value. He will also explore emerging examples and case studies that will inspire you. Finally, he will review some risks and challenges and give you a sneak peek at what the future of AI may hold.

Leading with Generative AI

In this Leadercamp, Data Society CEO Merav Yuravlivker offers a comprehensive overview of what you need to put in place to power your AI strategy. You'll learn what generative AI is and the potential vulnerabilities it can create. You'll hear about real case studies of organizations implementing generative AI, both for better and for worse. You'll learn key definitions of AI and ML techniques, the tremendous opportunities made available by leveraging this technology, and some key frameworks and guidelines that you need to put in place to lead your industry into the future.

Tips and Tools for Generative AI Success

In this Leadercamp, Dr. Jonathan Reichental, a Silicon Valley executive and educator, provides hands-on, practical guidance to understand the full capabilities of ChatGPT, Google Bard, and Bing Chat. He demonstrates powerful techniques that you can try and covers a wide range of prompt engineering tips that will inspire ideas you can use right away in your work. This highly practical session will provide you with valuable new skills.