📄 文章列表

479 篇文章
TDS

The Machine Learning “Advent Calendar” Day 16: Kernel Trick in Excel

✅ completed ⭐ ★★★★★★ 2025-12-16
TDS

The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

The Geometry of Laziness: What Angles Reveal About AI Hallucinations

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

Is Your Model Time-Blind? The Case for Cyclical Feature Encoding

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

Production-Ready LLMs Made Simple with the NeMo Agent Toolkit

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Off-Beat Careers That Are the Future Of Data

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

GliNER2: Extracting Structured Information from Text

✅ completed ⭐ ★★★★★★ 2026-01-06
TDS

Beyond Prompting: The Power of Context Engineering

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

Teaching a Neural Network the Mandelbrot Set

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

Data Science Spotlight: Selected Problems from Advent of Code 2025

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

Beyond the Flat Table: Building an Enterprise-Grade Financial Model in Power BI

✅ completed ⭐ ★★★★★★ 2026-01-10
TDS

Why Your ML Model Works in Training But Fails in Production

✅ completed ⭐ ★★★★★★ 2026-01-13
TDS

What Is a Knowledge Graph — and Why It Matters

✅ completed ⭐ ★★★★★★ 2026-01-14
TDS

TDS Newsletter: Is It Time to Revisit RAG?

✅ completed ⭐ ★★★★★★ 2026-01-15
TDS

The Great Data Closure: Why Databricks and Snowflake Are Hitting Their Ceiling

✅ completed ⭐ ★★★★★★ 2026-01-16
TDS

From RGB to Lab: Addressing Color Artifacts in AI Image Compositing

✅ completed ⭐ ★★★★★★ 2026-01-16
TDS

A Geometric Method to Spot Hallucinations Without an LLM Judge

✅ completed ⭐ ★★★★★★ 2026-01-17
TDS

Air for Tomorrow: Mapping the Digital Air-Quality Landscape, from Repositories and Data Types to Starter Code

✅ completed ⭐ ★★★★★★ 2026-01-24
TDS

How to Build a Neural Machine Translation System for a Low-Resource Language

✅ completed ⭐ ★★★★★★ 2026-01-24