Getting Started on Prompt Engineering with Generative AI

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Amber Israelsen

1:11:25

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1. Course Overview

1. Course Overview.mp4

01:57

2. Introduction to Prompt Engineering

1. A Look at Prompts in the Real World.mp4

01:33

2. What Is Prompt Engineering and Why Does It Matter.mp4

03:29

3. What Youll Learn in This Course.mp4

02:46

3. Creating Effective Prompts

1. The Anatomy of a Prompt.mp4

05:03

2. Factual Responses.mp4

03:06

3. Text Summarization.mp4

01:27

4. Text Extraction.mp4

02:09

5. Text Classification.mp4

01:46

6. Conversation.mp4

02:42

7. Code Generation.mp4

04:54

8. Reasoning and Math.mp4

02:13

9. Module Summary.mp4

00:58

4. Evaluating Prompt Performance

1. Ways to Evaluate Prompt Performance.mp4

00:50

2. Objective Metrics.mp4

02:15

3. Subjective Metrics.mp4

02:42

4. Evaluation Techniques.mp4

02:33

5. Example - Getting Better Results by Adjusting Parameters.mp4

04:35

6. Module Summary.mp4

00:59

5. Using Advanced Prompt Techniques

1. Advanced Prompting Techniques.mp4

00:35

2. Zero-shot and Few-shot Prompting.mp4

01:12

3. Chain of Thought and Least to Most Prompting.mp4

03:33

4. Generated Knowledge Prompting.mp4

02:11

5. Module Summary.mp4

00:55

6. Ethical Considerations

1. An Overview of Ethical Considerations.mp4

02:58

2. Prompt Engineering Strategies to Address Ethical Concerns.mp4

01:59

3. Module Summary.mp4

00:52

7. Best Practices and Future Directions

1. Best Practices for Prompt Engineering.mp4

04:11

2. Trends and Future Directions.mp4

03:50

3. Next Steps.mp4

01:12

Description

Generative artificial intelligence is powerful and exciting, but its output is only as good as its input. In this course, master the art and science of crafting clever prompts to unleash the full potential of generative AI models.

What You'll Learn?

What if you could make ChatGPT and generative artificial intelligence even more amazing than it already is? It’s totally possible to do, using prompt engineering. In this course, Getting Started on Prompt Engineering with Generative AI, you’ll get a foundational understanding of what’s called prompt engineering, which is the art and science of asking better questions to get better answers. First, you’ll explore what prompt engineering is, the different types of prompts, and how to evaluate their effectiveness. Next, you’ll discover more advanced techniques, taking your prompt engineering to the next level. Finally, you’ll learn about different ethical considerations around this emerging technology, and how to apply best practices to mitigate potential issues. When you’re finished with the course, you’ll have the skills and knowledge of prompt engineering to get more from your generative AI models.

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Artificial Intelligence

Amber Israelsen

Instructor's Courses

Amber has been a software developer and technical trainer since the early 2000s. She holds certifications for AWS and a variety of Microsoft technologies. In recent years, she has focused on AWS, Machine Learning, Azure, Power Apps, Dynamics 365, SharePoint and .NET, teaching students around the world. She also works to bridge the gap between developers, designers and businesspeople with her expertise in visual communication, user experience and business/professional skills.

Pluralsight

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Pluralsight, LLC is an American privately held online education company that offers a variety of video training courses for software developers, IT administrators, and creative professionals through its website. Founded in 2004 by Aaron Skonnard, Keith Brown, Fritz Onion, and Bill Williams, the company has its headquarters in Farmington, Utah. As of July 2018, it uses more than 1,400 subject-matter experts as authors, and offers more than 7,000 courses in its catalog. Since first moving its courses online in 2007, the company has expanded, developing a full enterprise platform, and adding skills assessment modules.