AI prompts for Data Science

Prompt Templates (10)

• Exploratory Data Analysis e.g. Conduct EDA on our customer churn dataset with 2M rows, 85 features, covering 3 years of subscription and behavioral data
• Predictive Model Design e.g. Design a customer lifetime value prediction model using 3 years of transaction data for our subscription SaaS product with…
• Feature Engineering Strategy e.g. Develop a feature engineering strategy for a fraud detection model using transaction, device, behavioral, and network grap…
• A/B Test Design e.g. Design an A/B test for a new recommendation algorithm on our e-commerce platform with 10M monthly active users and $200M a…
• Model Evaluation Framework e.g. Build a comprehensive evaluation framework for our credit risk model covering discrimination testing, calibration, stabili…
• Data Science Project Scoping e.g. Scope a data science project to build a dynamic pricing engine for our ride-sharing platform serving 5M trips per day acro…
• Statistical Analysis Plan e.g. Create a statistical analysis plan for studying the impact of a new onboarding flow on 30-day user retention across mobile…
• ML Pipeline Architecture e.g. Design an end-to-end ML pipeline for training and serving a real-time product recommendation model processing 50K requests…
• Research Paper Review e.g. Review and assess the applicability of a new graph neural network paper for our social network recommendation system
• Stakeholder Presentation e.g. Prepare a presentation for VP-level stakeholders on our churn prediction model showing 15% reduction in churn rate and $2.…