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This web story offers a compilation of hand picked data science prompts that can be utilized with ChatGPT.
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Modify the content enclosed in [square brackets] with your own information to generate results tailored to your specific requirements.
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1. Train Classification Model I want you to act as a data scientist and code for me. I have a dataset of [describe dataset]. Please build a machine learning model that predict [target variable].
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2. Automatic Machine Learning I want you to act as an automatic machine learning (AutoML) bot using TPOT for me...
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I am working on a model that predicts [...]. Please write python code to find the best classification model with the highest AUC score on the test set.
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3. Tune Hyperparameter I want you to act as a data scientist and code for me. I have trained a [model name]. Please write the code to tune the hyper parameters.
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4. Explore Data I want you to act as a data scientist and code for me. I have a dataset of [describe dataset]. Please write code for data visualization and exploration.
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5. Generate Data I want you to act as a fake data generator. I need a dataset that has x rows and y columns: [insert column names].
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6. Write Regex I want you to act as a coder. Please write me a regex in python that [describe regex]
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7. Visualize Data with Matplotlib I want you to act as a coder in python. I have a dataset [name] with columns [name]. [Describe graph requirements]