📄 文章列表

140 篇文章
TDS

Prediction vs. Search Models: What Data Scientists Are Missing

✅ completed ⭐ ★★★★★★ 2025-10-02
TDS

First Principles Thinking for Data Scientists

✅ completed ⭐ ★★★★★★ 2025-10-15
TDS

Is RAG Dead? The Rise of Context Engineering and Semantic Layers for Agentic AI

✅ completed ⭐ ★★★★★★ 2025-10-21
TDS

When Transformers Sing: Adapting SpectralKD for Text-Based Knowledge Distillation

✅ completed ⭐ ★★★★★★ 2025-10-23
TDS

Data Culture Is the Symptom, Not the Solution

✅ completed ⭐ ★★★★★★ 2025-11-10
TDS

The Three Ages of Data Science: When to Use Traditional Machine Learning, Deep Learning, or a LLM (Explained with One Ex

✅ completed ⭐ ★★★★★★ 2025-11-11
TDS

Natural Language Visualization and the Future of Data Analysis and Presentation

✅ completed ⭐ ★★★★★★ 2025-11-21
TDS

Ten Lessons of Building LLM Applications for Engineers

✅ completed ⭐ ★★★★★★ 2025-11-25
TDS

Training Objective That Makes LLM Inference 3X Faster

✅ completed ⭐ ★★★★★★ 2025-11-28
TDS

The Machine Learning “Advent Calendar” Day 9: Local Outlier Factor in Excel

✅ completed ⭐ ★★★★★★ 2025-12-09
TDS

Decentralized Computation: The Hidden Principle Behind Deep Learning

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

Why Your Multi-Agent System is Failing: Escaping the 17x Error Trap of the “Bag of Agents”

✅ completed ⭐ ★★★★★★ 2026-01-30
TDS

Generative AI, Discriminative Human

✅ completed ⭐ ★★★★★★ 2026-02-27
TDS

How Human Work Will Remain Valuable in an AI World

✅ completed ⭐ ★★★★★★ 2026-03-05
TDS

The AI Bubble Has a Data Science Escape Hatch

✅ completed ⭐ ★★★★★★ 2026-03-07
TDS

How to Measure AI Value

✅ completed ⭐ ★★★★★★ 2026-03-20
TDS

What the Bits-over-Random Metric Changed in How I Think About RAG and Agents

✅ completed ⭐ ★★★★★★ 2026-03-26
TDS

The Inversion Error: Why Safe AGI Requires an Enactive Floor and State-Space Reversibility

✅ completed ⭐ ★★★★★★ 2026-04-01
TDS

Linear Regression Is Actually a Projection Problem (Part 2: From Projections to Predictions)

✅ completed ⭐ ★★★★★★ 2026-04-02
TDS

How To Produce Ultra-Compact Vector Graphic Plots With Orthogonal Distance Fitting

✅ completed ⭐ ★★★★★★ 2026-04-14