📄 文章列表

197 篇文章
TDS

May Must-Reads: Math for Machine Learning Engineers, LLMs, Agent Protocols, and More

✅ completed ⭐ ★★★★★ 2025-05-30
TDS

How to Transition From Data Analyst to Data Scientist

✅ completed ⭐ ★★★★★★ 2025-06-09
TDS

Abstract Classes: A Software Engineering Concept Data Scientists Must Know To Succeed

✅ completed ⭐ ★★★★★★ 2025-06-17
TDS

Software Engineering in the LLM Era

✅ completed ⭐ ★★★★★★ 2025-07-02
TDS

June Must-Reads: AI Agents, Dashboards, and More

✅ completed ⭐ ★★★★★★ 2025-07-03
TDS

My Honest Advice for Aspiring Machine Learning Engineers

✅ completed ⭐ ★★★★★★ 2025-07-04
TDS

Declarative and Imperative Prompt Engineering for Generative AI

✅ completed ⭐ ★★★★★★ 2025-07-25
TDS

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

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

“I think of analysts as data wizards who help their product teams solve problems”

✅ completed ⭐ ★★★★★★ 2025-08-01
TDS

Does the Code Work or Not?

✅ completed ⭐ ★★★★★★ 2025-08-04
TDS

Context Engineering — A Comprehensive Hands-On Tutorial with DSPy

✅ completed ⭐ ★★★★★★ 2025-08-05
TDS

Reducing Time to Value for Data Science Projects: Part 4

✅ completed ⭐ ★★★★★★ 2025-08-12
TDS

Data Mesh Diaries: Realities from Early Adopters

✅ completed ⭐ ★★★★★★ 2025-08-13
TDS

Systematic LLM Prompt Engineering Using DSPy Optimization

✅ completed ⭐ ★★★★★★ 2025-08-25
TDS

Everything I Studied to Become a Machine Learning Engineer (No CS Background)

✅ completed ⭐ ★★★★★★ 2025-08-27
TDS

Generalists Can Also Dig Deep

✅ completed ⭐ ★★★★★★ 2025-09-12
TDS

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

✅ completed ⭐ ★★★★★★ 2025-09-15
TDS

Generative AI Myths, Busted: An Engineer’s Quick Guide

✅ completed ⭐ ★★★★★★ 2025-09-23
TDS

Don’t Build an ML Portfolio Without These Projects

✅ completed ⭐ ★★★★★★ 2025-12-10
TDS

4 Techniques to Optimize AI Coding Efficiency

✅ completed ⭐ ★★★★★★ 2025-12-24