Description
Save 10+ hours a week with 10 copy-paste AI prompts built for real data science and ML engineering work—from messy EDA to production pipelines.
This free lead magnet is a practical prompt pack you can paste into ChatGPT, Claude, or your preferred AI tool to turn your context into structured analysis, modeling guidance, cleaner code, and clearer stakeholder communication—without starting from scratch every time.
Inside, you’ll get prompts that help you:
Run faster EDA with missing values, outliers, correlations, visualization ideas, and feature suggestions
Choose the right models for classification, regression, clustering, or time series (with trade-offs and tuning targets)
Generate high-impact feature engineering ideas, including interactions, encodings, and domain transformations
Design a robust data cleaning pipeline with validation checks and a reusable Python/R template
Diagnose model underperformance with an overfit/underfit breakdown and a step-by-step recovery plan
Analyze A/B tests with significance, confidence intervals, practical impact, and confound checks
Optimize slow SQL queries with bottleneck analysis, indexing recommendations, and improved query patterns
Turn findings into a clear stakeholder-ready presentation with the right visuals and business framing
Design an end-to-end production ML pipeline with monitoring, rollback strategy, and cost considerations
Summarize ML research papers into actionable takeaways and implementation guidance
Each prompt includes easy placeholders like [PASTE QUERY], [LIST COLUMN NAMES], and [MODEL TYPE], so you can plug in your details and get useful output immediately—better analysis, faster iteration, cleaner deliverables.
Download it free and start using AI like a data scientist who ships results, not busywork.
© 2026 McMahan Writing and Editing | All Rights Reserved.
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