📄 文章列表

474 篇文章
TDS

Why Your Best Predictive Model Gives the Wrong Treatment Effect

✅ completed ⭐ ☆☆☆☆☆ 2026-07-29
TDS

How to Decode the Temperature Parameter in LLMs

✅ completed ⭐ ☆☆☆☆☆ 2026-07-30
TDS

Don’t Just “Throw Adam at It”: Misunderstanding Adam Will Cost You

✅ completed ⭐ ☆☆☆☆☆ 2026-07-28
TDS

MCP Explained: How Modern AI Agents Connect to the Real World

✅ completed ⭐ ☆☆☆☆☆ 2026-07-28
TDS

How Much Does a Local LLM Actually Cost to Run? I Measured Every Watt on Apple Silicon

✅ completed ⭐ ☆☆☆☆☆ 2026-07-28
TDS

Avoiding Entity Key Drift in a Data Lake: Step 1, Normalization

✅ completed ⭐ ☆☆☆☆☆ 2026-07-29
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

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

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

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