Data Science
Data science articles covering methods, models, and real-world applications. Find clear discussions of how data, statistical thinking, and technology can be used to solve meaningful business problems.
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Crypto futures trading can produce serious returns with predictive algorithms
An overview of crypto futures trading models, backtesting, risk controls, market regimes, and why predictive algorithms need continuous testing before real-world deployment. Continue reading
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Using ChatGPT for Data Cleaning
Learn how ChatGPT can help clean, transform, and visualize data for ad hoc analysis, and understand when Power Query is the better choice for repeatable workflows. Continue reading
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An AI Crystal Ball? How We Predict Future Outcomes Using a Temporal Fusion Transformer Model
Explore how Temporal Fusion Transformer models support multi-horizon forecasting, feature selection, backtesting, and continuous improvement for better business decisions. Continue reading
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Payment Processing Optimization: How to Leverage Software to Maximize Revenue
Learn how payment processing optimization reduces failed payments, reconciliation work, revenue leakage, and churn while improving finance operations at scale. Continue reading
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Wondering about machine learning in your efforts? Let’s talk the basics about Random Forest and XGBoost.
Understand the business basics of Random Forest and XGBoost, two predictive modeling techniques for classification, probability scoring, and better decisions. Continue reading
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Can I pay you to stop using TikTok? Or, will you pay to stop your whole friend group from using TikTok?
What is the value of leaving TikTok? Explore social media as a status product, network effects, FOMO, and research on incentives to stop using the platform. Continue reading
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Recurring revenue modeling can be tricky, using cancellation curves can improve precision and results
Learn how cohort-based recurring revenue models and cancellation curves improve SaaS forecasts, retention insight, and operational planning precision. Continue reading
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Elevating Data Science with Operations Research Expertise
See how operations research complements data science with prescriptive analytics, optimization, and practical decision-making for complex business constraints. Continue reading
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Unlocking Consumer Loan Pricing: A Deep Dive into Survival Regression Algorithms
Discover how survival regression models can support dynamic consumer loan pricing by estimating payment-level default risk and probability-adjusted cash flows. Continue reading