📄 文章列表

4984 篇文章
TDS

Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way

✅ completed ⭐ ☆☆☆☆☆ 2026-07-28
TDS

Many Companies Use AI. Few Know How to Build an AI-Native Enterprise Data Platform.

✅ completed ⭐ ☆☆☆☆☆ 2026-07-18
TDS

Your AI Agent Passed Every Eval. Finance Still Killed It.

✅ completed ⭐ ☆☆☆☆☆ 2026-07-19
TDS

Backpropagation Explained for Beginners (Part 1): Building the Intuition

✅ completed ⭐ ☆☆☆☆☆ 2026-07-19
TDS

I Tried Fine-Tuning a Robot AI Model on Colab. Here Is What Worked

✅ completed ⭐ ☆☆☆☆☆ 2026-07-21
TDS

Detecting Vulnerabilities in Agent Skills with SkillSpector: From Green Checkmark to Real Security Judgment

✅ completed ⭐ ☆☆☆☆☆ 2026-07-22
TDS

Context Windows Forget What Matters — I Built a Usage-Reinforced Decay Engine for AI Agent Memory

✅ completed ⭐ ☆☆☆☆☆ 2026-07-24
TDS

Using Classical ML to Empower AI Agents

✅ completed ⭐ ☆☆☆☆☆ 2026-07-17
TDS

How Much of a Data Science Workflow Can Run on a GPU Today? Part 1: Accelerating Data Preparation

✅ completed ⭐ ☆☆☆☆☆ 2026-07-21
TDS

How To Build Your Own LLM Runtime From Scratch

✅ completed ⭐ ☆☆☆☆☆ 2026-07-22
TDS

Lessons Learned After 8.5 Years of ML

✅ completed ⭐ ☆☆☆☆☆ 2026-07-23
TDS

Loop Engineering for RAG Generation: An LLM Cascade from a Cheap Local Model Up to a Hosted Flagship

✅ completed ⭐ ☆☆☆☆☆ 2026-07-24
TDS

Build and Run an Intelligent Document Processing (IDP) System in the Cloud

✅ completed ⭐ ☆☆☆☆☆ 2026-07-24
TDS

Tabular LLMs: An Introduction to the Foundation Models That Predict Your Spreadsheet

✅ completed ⭐ ☆☆☆☆☆ 2026-07-24
TDS

The Fluid Simulator That Doesn’t Solve the Fluid Equations

✅ completed ⭐ ☆☆☆☆☆ 2026-07-25
TDS

How to Optimize Vector Search When RAM Gets Too Expensive: On-Disk vs. In-Memory ANN Indexes

✅ completed ⭐ ☆☆☆☆☆ 2026-07-25
TDS

How to Give an LLM Agent a Browser

✅ completed ⭐ ☆☆☆☆☆ 2026-07-26
TDS

How to Efficiently Prompt Claude Code

✅ completed ⭐ ☆☆☆☆☆ 2026-07-26
TDS

How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook

✅ completed ⭐ ☆☆☆☆☆ 2026-07-27
TDS

The Most Beautiful Statistic: The History and the Science of the Humble Mean

✅ completed ⭐ ☆☆☆☆☆ 2026-07-27