Navigating Generative AI Hurdles: Prototyping, Evaluation, and Ethics
Unlock the power of generative AI responsibly. This course will teach you generative AI prototyping, evaluation concepts, principles, and ethical considerations.
What you'll learn
In this course, Navigating Generative AI Hurdles: Prototyping, Evaluation, and Ethics, you will learn how to prototype, evaluate, and apply ethical considerations and principles to generative AI.
First, you will explore how to gain insights into the significance of prototyping in generative AI app development.
You will learn about the prototyping process and its key steps and principles. The course provides abstract and generic examples and techniques for prototyping generative AI applications.
Next, you will discover how to delve into the importance of evaluating generative AI applications. You will also learn about the principles around evaluation methods for your generative AI application.
Finally, you will learn the ethical considerations surrounding generative AI. You will explore the ethical issues of generative AI, such as bias, privacy, and misuse. Critical ethical considerations like fairness, transparency, and accountability.
When you finish this course, you’ll have the skills and knowledge to navigate the hurdles in developing generative AI applications. By understanding the prototyping process, evaluation principles, and ethical considerations, you will be well-prepared to create, evaluate, and deploy generative AI applications responsibly and ethically.
Table of contents
- Introduction and Overview 2m
- What You Will Learn in This Course 4m
- Course Scenario 2m
- Prototyping Significance (Principles) 1m
- Prototyping Steps (Principles) 2m
- Prototyping Techniques (Principles) 2m
- Prototyping Effectiveness (Principles) 3m
- Demo: Prototyping a Generative AI Script Using Python (Part 1: Project Structure) 5m
- Demo: Prototyping a Generative AI Script Using Python (Part 2: Code Structure) 5m
- Demo: Prototyping a Generative AI Script Using Python (Part 3: Prototype Generator) 2m
- Summary 1m