📄 文章列表

1450 篇文章
TDS

An Intuitive Guide to MCMC (Part I): The Metropolis-Hastings Algorithm

✅ completed ⭐ ★★★★★★ 2026-03-11
TDS

Solving the Human Training Data Problem

✅ completed ⭐ ★★★★★★ 2026-03-12
TDS

Exploratory Data Analysis for Credit Scoring with Python

✅ completed ⭐ ★★★★★★ 2026-03-12
TDS

Why Care About Prompt Caching in LLMs?

✅ completed ⭐ ★★★★★★ 2026-03-13
TDS

The Multi-Agent Trap

✅ completed ⭐ ★★★★★★ 2026-03-14
TDS

The Causal Inference Playbook: Advanced Methods Every Data Scientist Should Master

✅ completed ⭐ ★★★★★★ 2026-03-15
TDS

Follow AI Footpaths

✅ completed ⭐ ★★★★★★ 2026-03-16
TDS

Self-Hosting Your First LLM

✅ completed ⭐ ★★★★★★ 2026-03-17
TDS

Why You Should Stop Worrying About AI Taking Data Science Jobs

✅ completed ⭐ ★★★★★★ 2026-03-18
TDS

The New Experience of Coding with AI

✅ completed ⭐ ★★★★★★ 2026-03-18
TDS

Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes

✅ completed ⭐ ★★★★★★ 2026-03-18
TDS

Linear Regression Is Actually a Projection Problem, Part 1: The Geometric Intuition

✅ completed ⭐ ★★★★★★ 2026-03-19
TDS

The Basics of Vibe Engineering

✅ completed ⭐ ★★★★★★ 2026-03-19
TDS

Agentic RAG Failure Modes: Retrieval Thrash, Tool Storms, and Context Bloat (and How to Spot Them Early)

✅ completed ⭐ ★★★★★★ 2026-03-20
TDS

Prompt Caching with the OpenAI API: A Full Hands-On Python tutorial

✅ completed ⭐ ★★★★★★ 2026-03-22
TDS

I Built a Podcast Clipping App in One Weekend Using Vibe Coding

✅ completed ⭐ ★★★★★★ 2026-03-23
TDS

Neuro-Symbolic Fraud Detection: Catching Concept Drift Before F1 Drops (Label-Free)

✅ completed ⭐ ★★★★★★ 2026-03-23
TDS

4 Pandas Concepts That Quietly Break Your Data Pipelines

✅ completed ⭐ ★★★★★★ 2026-03-23
TDS

Production-Ready LLM Agents: A Comprehensive Framework for Offline Evaluation

✅ completed ⭐ ★★★★★★ 2026-03-24
TDS

My Models Failed. That’s How I Became a Better Data Scientist.

✅ completed ⭐ ★★★★★★ 2026-03-25