GPT Prompts for Data Teams
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GPT Prompts for Data Teams

Most of the prompts below are real life prompts suggested by readers, used by our team internally at Castor, found on Reddit, or gathered from conversations at data events. Not all of them will be relevant to you but the objective is to inspire people to try ChatGPT to drive productivity.

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How to use this GPT Prompts guide?
  1. Explore the sections that are interesting to you.
  2. Do not Copy/Paste any proprietary data in ChatGPT. This can be detrimental for your company. Always generate fake data or make sure what you are sending is non-sensitive
  3. GPT4 will give you way better experience with coding scripts than GPT3. Still not perfect yet but will keep improving over time.
  4. Customize GPT to yourself before asking him anything. Write him a quick 10 lines presentation about you, what you care about & what your goals are. This will increase drastically the output of the following prompts.
  5. You might always need to tweak the code ChatGPT gives back but gets you 90% in the right direction.

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GPT Prompts for Data Engineering
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Data Pipeline Development
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Data Integration
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Data Storage & Management
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Data Quality & Monitoring
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Performance Optimisation
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GPT Prompts for Data Science
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Data Exploration and Preprocessing
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Feature Engineering and Selection
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Model Development and Evaluation
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Interpretation and Visualization
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Deployment and Maintenance
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GPT Prompts for Head of Data
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Data Strategy Development
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Data Infrastructure Assessment
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Data Governance and Compliance
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Team Collaboration
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Identifying Data-Driven Opportunities

💼  GPT Prompts for Business Analyst

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Coming Soon
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GPT Prompts for Data Governance
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Data Governance Strategy
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Data Quality Measurement
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Data Privacy & Security
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Data Stewardship
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Stakeholder Communication
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GPT Prompts for Data Analyst
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Data Collection and Cleaning
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Data Exploration and Analysis
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Reporting and Visualization
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Business Insights and Recommendations
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Maintain data documentation
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GPT Prompts for Analytics Engineer
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dbt Models / Query Optimization
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Data Validation and Quality Assurance
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dbt Docs Generator
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Exploratory Data Analysis

📐 GPT Prompts for Data Architect

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Coming Soon