📄 文章列表

365 篇文章
TDS

Solving the Human Training Data Problem

✅ completed ⭐ ★★★★★★ 2026-03-12
TDS

Self-Hosting Your First LLM

✅ completed ⭐ ★★★★★★ 2026-03-17
TDS

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

✅ completed ⭐ ★★★★★★ 2026-03-25
TDS

Building a Production-Grade Multi-Node Training Pipeline with PyTorch DDP

✅ completed ⭐ ★★★★★★ 2026-03-27
TDS

Building a Personal AI Agent in a couple of Hours

✅ completed ⭐ ★★★★★★ 2026-03-31
TDS

A Data Scientist’s Take on the $599 MacBook Neo

✅ completed ⭐ ★★★★★★ 2026-04-05
TDS

Why AI Is Training on Its Own Garbage (and How to Fix It)

✅ completed ⭐ ★★★★★★ 2026-04-08
TDS

How Visual-Language-Action (VLA) Models Work

✅ completed ⭐ ★★★★★★ 2026-04-09
TDS

What Does the p-value Even Mean?

✅ completed ⭐ ★★★★★★ 2026-04-20
TDS

The Essential Guide to Effectively Summarizing Massive Documents, Part 2

✅ completed ⭐ ★★★★★★ 2026-04-25
TDS

Causal Inference Is Different in Business

✅ completed ⭐ ★★★★★★ 2026-04-25
TDS

I Reduced My Pandas Runtime by 95% — Here’s What I Was Doing Wrong

✅ completed ⭐ ★★★★★★ 2026-04-26
TDS

Let the AI Do the Experimenting

✅ completed ⭐ ★★★★★★ 2026-04-28
TDS

Inference Scaling (Test-Time Compute): Why Reasoning Models Raise Your Compute Bill

✅ completed ⭐ ★★★★★★ 2026-05-03
TDS

Your First WebAssembly Program and Web App (Written, Tested, and Deployed Entirely in the Web Browser)

✅ completed ⭐ ★★★★★★ 2026-05-12
TDS

Introduction to Lean for Programmers

✅ completed ⭐ ★★★★★★ 2026-05-19
TDS

Benders’ Decomposition 101: How to Crack Open a Stochastic Program That’s Too Big to Swallow Whole

✅ completed ⭐ ★★★★★★ 2026-05-21
TDS

Enterprise Document Intelligence: A Series on Building RAG Brick by Brick, from Minimal to Corpus scale

✅ completed ⭐ ★★★★★★ 2026-05-22
TDS

Beyond the Scroll: How Social Media Algorithms Shape Your Reality

✅ completed ⭐ ★★★★★★ 2026-05-23
TDS

From TF-IDF to Transformers: Implementing Four Generations of Semantic Search

✅ completed ⭐ ★★★★★★ 2026-05-25