📄 文章列表

25 篇文章
TDS

Difference-in-Differences vs Lagged-Outcome Regression

✅ completed ⭐ ☆☆☆☆☆ 2026-10-29
TDS

Measuring the Creativity Potential of LLM Agents

✅ completed ⭐ ☆☆☆☆☆ 2026-10-04
TDS

What SHAP Can't Explain About Agentic AI Fraud

✅ completed ⭐ ☆☆☆☆☆ 2026-09-11
TDS

I Trained Six Models for Fraud Detection, and the Best One Isn't in Production

✅ completed ⭐ ☆☆☆☆☆ 2026-08-28
TDS

How Claude Help Me Build My $200k+ ML Resume

✅ completed ⭐ ☆☆☆☆☆ 2026-08-03
TDS

Using Classical ML to Empower AI Agents

✅ completed ⭐ ☆☆☆☆☆ 2026-07-17
TDS

Tabular LLMs: An Introduction to the Foundation Models That Predict Your Spreadsheet

✅ completed ⭐ ☆☆☆☆☆ 2026-07-24
TDS

The Hot Path Belongs to GBDTs, Agents Own the Cold Path: A Payment-Fraud Benchmark

✅ completed ⭐ ★★★☆☆ 2026-06-25
TDS

Why CatBoost Works So Well: The Engineering Behind the Magic

✅ completed ⭐ ★★★★★★ 2025-04-09
TDS

Predicting the NBA Champion with Machine Learning

✅ completed ⭐ ★★★★★★ 2025-04-24
TDS

I Transitioned from Data Science to AI Engineering: Here’s Everything You Need to Know

✅ completed ⭐ ★★★★★★ 2025-05-29
TDS

Build Algorithm-Agnostic ML Pipelines in a Breeze

✅ completed ⭐ ★★★★★★ 2025-07-07
TDS

Reducing Time to Value for Data Science Projects: Part 3

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

Advanced Prompt Engineering for Data Science Projects

✅ completed ⭐ ★★★★★★ 2025-08-19
TDS

Help Your Model Learn the True Signal

✅ completed ⭐ ★★★★★★ 2025-08-19
TDS

A Visual Guide to Tuning Gradient Boosted Trees

✅ completed ⭐ ★★★★★★ 2025-09-15
TDS

Building A Successful Relationship With Stakeholders

✅ completed ⭐ ★★★★★★ 2025-10-14
TDS

The Greedy Boruta Algorithm: Faster Feature Selection Without Sacrificing Recall

✅ completed ⭐ ★★★★★★ 2025-11-30
TDS

Is Your Model Time-Blind? The Case for Cyclical Feature Encoding

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

AWS vs. Azure: A Deep Dive into Model Training – Part 2

✅ completed ⭐ ★★★★★★ 2026-02-04