Case Studies in Prompt Engineering
Generative AI
| Intermediate
- 10 videos | 1h 19m 36s
- Includes Assessment
- Earns a Badge
Data generation prompts instruct language models to generate synthetic data, useful for creating datasets. Code generation prompts are used to produce code snippets or entire programs, aiding developers in coding tasks. Zero-shot prompts challenge models to respond to unfamiliar tasks, relying on their general knowledge. Few-shot prompts provide limited context to guide models in addressing specific tasks, enhancing their adaptability. You will start this course by working with data generation and code generation prompts. You will explore how to use starter code prompts, convert code from one language to another, and prompt models to explain a piece of code. Next, you will see how to leverage generative AI to debug your code and generate complex bits of code with step-by-step instructions. Finally, you will explore techniques to improve prompt performance.
WHAT YOU WILL LEARN
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Discover the key concepts covered in this course
Use data generation prompts
Use code generation prompts
Use starter code generation prompts
Use code conversion and explanation prompts -
Perform code debugging
Use zero-shot and few-shot prompts
Use chain-of-thought prompts
Use augmented knowledge prompts
Summarize the key concepts covered in this course
IN THIS COURSE
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2m 12sIn this video, we will discover the key concepts covered in this course. FREE ACCESS
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6m 26sLearn how to use data generation prompts. FREE ACCESS
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3. Generating Code Using Descriptive and Comment Prompts10m 51sFind out how to use code generation prompts. FREE ACCESS
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4. Starter Code Prompts and Generating SQL Queries11m 23sDiscover how to use starter code generation prompts. FREE ACCESS
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5. Utilizing Code Conversion and Code Explanations6m 31sLearn how to use code conversion and explanation prompts. FREE ACCESS
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6. Debugging Code and Generating Code Using Documentation11m 14sFind out how to perform code debugging. FREE ACCESS
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7. Working with Zero-shot and Few-shot Prompts13mDiscover how to use zero-shot and few-shot prompts. FREE ACCESS
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8. Working with Chain-of-Thought Prompts7m 31sLearn how to use chain-of-thought prompts. FREE ACCESS
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9. Working with Augmented Knowledge Prompts7m 38sFind out how to use augmented knowledge prompts. FREE ACCESS
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10. Course Summary2m 49sIn this video, we will summarize the key concepts covered in this course. FREE ACCESS
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