From the course: Generative AI for Data Engineering: ChatGPT Power Tips

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Combining multiple prompts for complex tasks

Combining multiple prompts for complex tasks

- [Instructor] Sometimes do you feel like your coding challenge are too complex for just one question? What if I tell you that ChatGPT, through a series of prompts, helps you to solve those complex problem in a step-by-step manner? Seems exciting, right? Let's understand the combined prompts and why it is important. Think of a complex task, like building an end-to-end data pipeline or optimizing a machine learning model. It's not realistic to expect a perfect solution in just one prompt. By breaking down the task into smaller parts and guiding ChatGPT in every step, you probably end up with building a more accurate and tailored solution. I mean, combining the prompts probably is like conversation you are doing with your colleague. You ask for help for one part, then build on it as you progress, And this process is especially helpful in data engineering perspective, like you are doing in ETL, multiple steps at a time. Let's take an example. Assume that you have to build an ETL…

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