Case Studies in Prompt Engineering

Generative AI    |    Intermediate
  • 10 videos | 1h 19m 36s
  • Includes Assessment
  • Earns a Badge
Rating 5.0 of 4 users Rating 5.0 of 4 users (4)
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

  • 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

  • 2m 12s
    In this video, we will discover the key concepts covered in this course. FREE ACCESS
  • 6m 26s
    Learn how to use data generation prompts. FREE ACCESS
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    3.  Generating Code Using Descriptive and Comment Prompts
    10m 51s
    Find out how to use code generation prompts. FREE ACCESS
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    4.  Starter Code Prompts and Generating SQL Queries
    11m 23s
    Discover how to use starter code generation prompts. FREE ACCESS
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    5.  Utilizing Code Conversion and Code Explanations
    6m 31s
    Learn how to use code conversion and explanation prompts. FREE ACCESS
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    6.  Debugging Code and Generating Code Using Documentation
    11m 14s
    Find out how to perform code debugging. FREE ACCESS
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    7.  Working with Zero-shot and Few-shot Prompts
    13m
    Discover how to use zero-shot and few-shot prompts. FREE ACCESS
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    8.  Working with Chain-of-Thought Prompts
    7m 31s
    Learn how to use chain-of-thought prompts. FREE ACCESS
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    9.  Working with Augmented Knowledge Prompts
    7m 38s
    Find out how to use augmented knowledge prompts. FREE ACCESS
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    10.  Course Summary
    2m 49s
    In this video, we will summarize the key concepts covered in this course. FREE ACCESS

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