📄 文章列表

18 篇文章
TDS

How to Leverage NLP for Product Data Science

✅ completed ⭐ ☆☆☆☆☆ 2026-10-13
TDS

Autoencoders vs. PCA: I Rigged the Test and PCA Still Won

✅ completed ⭐ ☆☆☆☆☆ 2026-10-02
TDS

Introducing ShipAI

✅ completed ⭐ ☆☆☆☆☆ 2026-09-09
TDS

A Beginner’s Guide to World Models

✅ completed ⭐ ☆☆☆☆☆ 2026-09-09
TDS

The Model Validation Playbook for GenAI: Lessons from Banking

✅ completed ⭐ ☆☆☆☆☆ 2026-09-09
TDS

How to Maximize GPT-6 Astra

✅ completed ⭐ ☆☆☆☆☆ 2026-09-09
TDS

10 Statistical Traps We Often Overlook

✅ completed ⭐ ☆☆☆☆☆ 2026-09-09
TDS

When One Process Becomes Too Much: Splitting a Pipeline into MCP Services

✅ completed ⭐ ☆☆☆☆☆ 2026-09-09
TDS

4 Claude Skills Every Data Scientist Needs in 2026

✅ completed ⭐ ☆☆☆☆☆ 2026-08-30
TDS

Using Classical ML to Empower AI Agents

✅ completed ⭐ ☆☆☆☆☆ 2026-07-17
TDS

Encoding Categorical Data for Outlier Detection

✅ completed ⭐ ★★★☆☆ 2026-06-22
TDS

Don’t Waste Your Labeled Anomalies: 3 Practical Strategies to Boost Anomaly Detection Performance

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

✅ completed ⭐ ★★★★★★ 2025-11-30
TDS

The Machine Learning “Advent Calendar” Day 8: Isolation Forest in Excel

✅ completed ⭐ ★★★★★★ 2025-12-08
TDS

The Machine Learning “Advent Calendar” Day 9: Local Outlier Factor in Excel

✅ completed ⭐ ★★★★★★ 2025-12-09
TDS

Building an AI Agent to Detect and Handle Anomalies in Time-Series Data

✅ completed ⭐ ★★★★★★ 2026-02-11
TDS

Hybrid Neuro-Symbolic Fraud Detection: Guiding Neural Networks with Domain Rules

✅ completed ⭐ ★★★★★★ 2026-03-10
TDS

How a Neural Network Learned Its Own Fraud Rules: A Neuro-Symbolic AI Experiment

✅ completed ⭐ ★★★★★★ 2026-03-17