📄 文章列表

22 篇文章
TDS

What's in the Box? Distinguishing Acceptable Traces from Unacceptable Ones

✅ completed ⭐ ☆☆☆☆☆ 2026-10-20
TDS

How to Govern AI Agents

✅ completed ⭐ ☆☆☆☆☆ 2026-10-05
TDS

Are Your ML Experiments a Mess? Here’s the Fix

✅ completed ⭐ ☆☆☆☆☆ 2026-09-01
TDS

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

✅ completed ⭐ ☆☆☆☆☆ 2026-08-03
TDS

Exporting MLflow Experiments from Restricted HPC Systems

✅ completed ⭐ ★★★★★★ 2025-04-23
TDS

April Must-Reads: Agentic AI, Python, and More

✅ completed ⭐ ★★★★★ 2025-05-01
TDS

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

✅ completed ⭐ ★★★★★★ 2025-05-29
TDS

Reducing Time to Value for Data Science Projects: Part 2

✅ completed ⭐ ★★★★★★ 2025-06-03
TDS

LLM-as-a-Judge: A Practical Guide

✅ completed ⭐ ★★★★★★ 2025-06-19
TDS

Programming, Not Prompting: A Hands-On Guide to DSPy

✅ completed ⭐ ★★★★★★ 2025-06-23
TDS

Build Algorithm-Agnostic ML Pipelines in a Breeze

✅ completed ⭐ ★★★★★★ 2025-07-07
TDS

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

✅ completed ⭐ ★★★★★★ 2025-07-10
TDS

Context Engineering — A Comprehensive Hands-On Tutorial with DSPy

✅ completed ⭐ ★★★★★★ 2025-08-05
TDS

Agentic AI: On Evaluations

✅ completed ⭐ ★★★★★★ 2025-08-07
TDS

Systematic LLM Prompt Engineering Using DSPy Optimization

✅ completed ⭐ ★★★★★★ 2025-08-25
TDS

The Machine Learning Lessons I’ve Learned This Month

✅ completed ⭐ ★★★★★★ 2025-08-31
TDS

How to Become a Machine Learning Engineer (Step-by-Step)

✅ completed ⭐ ★★★★★★ 2025-09-15
TDS

Why MissForest Fails in Prediction Tasks: A Key Limitation You Need to Keep in Mind

✅ completed ⭐ ★★★★★★ 2025-09-26
TDS

Data Science in 2026: Is It Still Worth It?

✅ completed ⭐ ★★★★★★ 2025-11-28
TDS

A Realistic Roadmap to Start an AI Career in 2026

✅ completed ⭐ ★★★★★★ 2025-12-09