📄 文章列表

977 篇文章
TDS

Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

Scene Understanding in Action: Real-World Validation of Multimodal AI Integration

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

Reducing Time to Value for Data Science Projects: Part 3

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

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

✅ 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

Estimating Disease Rates Without Diagnosis

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

The Hidden Trap of Fixed and Random Effects

✅ completed ⭐ ★★★★★★ 2025-07-18
TDS

When LLMs Try to Reason: Experiments in Text and Vision-Based Abstraction

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

Things I Wish I Had Known Before Starting ML

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

Torchvista: Building an Interactive Pytorch Visualization Package for Notebooks

✅ completed ⭐ ★★★★★★ 2025-07-23
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

Mastering NLP with spaCY — Part 1

✅ completed ⭐ ★★★★★★ 2025-07-29
TDS

How to Evaluate Graph Retrieval in MCP Agentic Systems

✅ completed ⭐ ★★★★★★ 2025-07-29
TDS

Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

The Misconception of Retraining: Why Model Refresh Isn’t Always the Fix

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

When Models Stop Listening: How Feature Collapse Quietly Erodes Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2025-08-01
TDS

How Computers “See” Molecules

✅ completed ⭐ ★★★★★★ 2025-08-01
TDS

Does the Code Work or Not?

✅ completed ⭐ ★★★★★★ 2025-08-04