📄 文章列表

594 篇文章
TDS

Accuracy Is Dead: Calibration, Discrimination, and Other Metrics You Actually Need

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

What Can the History of Data Tell Us About the Future of AI?

✅ completed ⭐ ★★★★★★ 2025-07-15
TDS

From Equal Weights to Smart Weights: OTPO’s Approach to Better LLM Alignment

✅ completed ⭐ ★★★★★★ 2025-07-15
TDS

Deploy a Streamlit App to AWS

✅ completed ⭐ ★★★★★★ 2025-07-15
TDS

How Metrics (and LLMs) Can Trick You: A Field Guide to Paradoxes

✅ completed ⭐ ★★★★★★ 2025-07-15
TDS

The Power of Building from Scratch

✅ completed ⭐ ★★★★★★ 2025-07-16
TDS

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

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

Three Career Tips For Gen-Z Data Professionals

✅ completed ⭐ ★★★★★★ 2025-07-21
TDS

How To Significantly Enhance LLMs by Leveraging Context Engineering

✅ completed ⭐ ★★★★★★ 2025-07-21
TDS

How Not to Mislead with Your Data-Driven Story

✅ completed ⭐ ★★★★★★ 2025-07-23
TDS

When 50/50 Isn’t Optimal: Debunking Even Rebalancing

✅ completed ⭐ ★★★★★★ 2025-07-24
TDS

How I Fine-Tuned Granite-Vision 2B to Beat a 90B Model — Insights and Lessons Learned

✅ completed ⭐ ★★★★★★ 2025-07-25
TDS

Declarative and Imperative Prompt Engineering for Generative AI

✅ completed ⭐ ★★★★★★ 2025-07-25
TDS

Talk to my Agent

✅ completed ⭐ ★★★★★★ 2025-07-28
TDS

How Your Prompts Lead AI Astray

✅ completed ⭐ ★★★★★★ 2025-07-29
TDS

Skills vs. AI Skills

✅ completed ⭐ ★★★★★★ 2025-07-29
TDS

What Is Data Literacy in 2025? It’s Not What You Think

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

Confusion Matrix Made Simple: Accuracy, Precision, Recall & F1-Score

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

How Computers “See” Molecules

✅ completed ⭐ ★★★★★★ 2025-08-01
TDS

From Data Scientist IC to Manager: One Year In

✅ completed ⭐ ★★★★★★ 2025-08-04