📄 文章列表

1050 篇文章
TDS

Generative AI, Discriminative Human

✅ completed ⭐ ★★★★★★ 2026-02-27
TDS

Stop Asking if a Model Is Interpretable

✅ completed ⭐ ★★★★★★ 2026-02-27
TDS

Coding the Pong Game from Scratch in Python

✅ completed ⭐ ★★★★★★ 2026-02-27
TDS

YOLOv3 Paper Walkthrough: Even Better, But Not That Much

✅ completed ⭐ ★★★★★★ 2026-03-02
TDS

AI in Multiple GPUs: ZeRO & FSDP

✅ completed ⭐ ★★★★★★ 2026-03-05
TDS

How the Fourier Transform Converts Sound Into Frequencies

✅ completed ⭐ ★★★★★★ 2026-03-11
TDS

Spectral Clustering Explained: How Eigenvectors Reveal Complex Cluster Structures

✅ completed ⭐ ★★★★★★ 2026-03-11
TDS

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

✅ completed ⭐ ★★★★★★ 2026-03-11
TDS

Exploratory Data Analysis for Credit Scoring with Python

✅ completed ⭐ ★★★★★★ 2026-03-12
TDS

The Multi-Agent Trap

✅ completed ⭐ ★★★★★★ 2026-03-14
TDS

How to Build a Production-Ready Claude Code Skill

✅ completed ⭐ ★★★★★★ 2026-03-16
TDS

Self-Hosting Your First LLM

✅ completed ⭐ ★★★★★★ 2026-03-17
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

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

✅ completed ⭐ ★★★★★★ 2026-03-20
TDS

How to Measure AI Value

✅ completed ⭐ ★★★★★★ 2026-03-20
TDS

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

✅ completed ⭐ ★★★★★★ 2026-03-23
TDS

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

✅ completed ⭐ ★★★★★★ 2026-03-24
TDS

From Dashboards to Decisions: Rethinking Data & Analytics in the Age of AI

✅ completed ⭐ ★★★★★★ 2026-03-24
TDS

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

✅ completed ⭐ ★★★★★★ 2026-03-25