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How to be a Prompt Engineer 101 The shortest and most comprehensive guide 1. start with an explanation Make a description and character situation at the beginning of the Prompt Error example: Please help me read the following code: {your input here} Correct example: Now let's play the role, you are a senior information security engineer, I will give you a piece of code, please help me read the code and point out where there may be security vulnerable. Text: """ {your input here} """ 2. Prompt to describe the situation In the prompt, it is necessary to describe the context, result, length, format and style as much as possible Error example: Write a short story for kids Correct example: Write a funny soccer story for kids that teaches the kid that persistence is the key for success in the style of Rowling. 3. gives output in the format If you are doing data analysis, please give the input template of the format Error example: Extract house pricing data from the following text. Text: """ {your text containing pricing data} """ Correct example: Extract house pricing data from the following text. Desired format: """ House 1 | $1,000,000 | 100 sqm House 2 | $500,000 | 90 sqm ... (and so on) """ Text: """ {your text containing pricing data} """ 4. Add some example questions and answers Sometimes adding some question and answer examples can make GPT more intelligent Correct example: Extract brand names from the texts below. Text 1: Finxter and YouTube are tech companies. Google is too. Brand names 2: Finxter, YouTube, Google ### Text 2: If you like tech, you'll love Finxter! Brand names 2: Finxter ### Text 3: {your text here} Brand names 3: The question and answer example is also a standard template example in fine-tune 5. Simplify the sentence and clarify the purpose Keep your words as short as possible and don't say useless content Error example: ChatGPT, write a sales page for my company selling sand in the desert, please write only a few sentences, nothing long and complex Correct example: Write a 5-sentence sales page, sell sand in the desert. 6. Good at using introductory words Error example: Write a Python function that plots my net worth over 10 years for different inputs on the initial investment and a given ROI Correct example: # Python function that plots net worth over 10 # years for different inputs on the initial # investment and a given ROI import matplotlib def plot_net_worth(initial, roi):

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Data Analysis using Python

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Important Generative AI Terms

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