500 ChatGPT Prompts for Data Scientists: Streamline Your Workflow
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Vishank Shah
Introducing the ultimate resource for data scientists - a Notion page of 500 ChatGPT prompts!
Whether you're a seasoned data scientist or just starting out, this collection of prompts is designed to help you take your skills to the next level. ChatGPT is a powerful language model that can assist with a wide range of data science tasks, and these prompts cover everything from data preprocessing and feature engineering to model selection and evaluation.
But that's not all - ChatGPT is also incredibly useful for natural language processing tasks such as text generation, summarization, and sentiment analysis. And with this collection of prompts, you'll be able to explore all of these areas and more.
Problems you may be facing:
- I often find it difficult to search for answers on websites like Stackoverflow with daily Data Science tasks.
- It can be challenging to keep up with the latest research and developments in the field, particularly as new techniques and models are constantly emerging.
- I sometimes struggle to find the right tools and techniques to perform tasks such as feature engineering, data visualization, and model training.
- MLOps tasks such as deploying models and managing infrastructure can be complex and time-consuming, particularly if I don't have a background in DevOps or cloud computing.
Why did I create this prompt guide?
- As a data scientist, I understand that some tasks can be time-consuming and repetitive, such as data extraction and cleaning, and performing feature engineering.
- My main goal is to develop a working model that is highly accurate, but these tasks can take up a significant amount of my time and energy.
- That's why I created a guide of 500 ChatGPT prompts that can assist with tasks such as these, helping me streamline my workflow and save time in my research.
- ChatGPT is a powerful language model that can generate responses based on the context provided, making it an ideal tool for data scientists.
- For example, I can ask ChatGPT to extract data from various sources, clean and preprocess the data, perform feature engineering tasks, and even provide guidance on Hyperparameter Tuning, MLOps and deploying models.
- Whether you're a beginner or an experienced data scientist, this guide can be a valuable resource for improving your workflow and productivity.
500 ChatGPT prompts across 10 categories (50 each) ranging from Data Extraction to Model Deployment
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