📄 文章列表

1400 篇文章
TDS

The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

Why MAP and MRR Fail for Search Ranking (and What to Use Instead)

✅ completed ⭐ ★★★★★★ 2025-12-25
TDS

Machine Learning vs AI Engineer: What Are the Differences?

✅ completed ⭐ ★★★★★★ 2025-12-29
TDS

How to Facilitate Effective AI Programming

✅ completed ⭐ ★★★★★★ 2025-12-29
TDS

Agents Under the Curve (AUC)

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

Chunk Size as an Experimental Variable in RAG Systems

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

What Advent of Code Has Taught Me About Data Science

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Production-Ready LLMs Made Simple with the NeMo Agent Toolkit

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Deep Reinforcement Learning: The Actor-Critic Method

✅ completed ⭐ ★★★★★★ 2026-01-01
TDS

EDA in Public (Part 3): RFM Analysis for Customer Segmentation in Pandas

✅ completed ⭐ ★★★★★★ 2026-01-01
TDS

Drift Detection in Robust Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

How to Keep MCPs Useful in Agentic Pipelines

✅ completed ⭐ ★★★★★★ 2026-01-03
TDS

Optimizing Data Transfer in AI/ML Workloads

✅ completed ⭐ ★★★★★★ 2026-01-03
TDS

YOLOv1 Loss Function Walkthrough: Regression for All

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Ray: Distributed Computing for All, Part 1

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Feature Detection, Part 3: Harris Corner Detection

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Measuring What Matters with NeMo Agent Toolkit

✅ completed ⭐ ★★★★★★ 2026-01-06
TDS

HNSW at Scale: Why Your RAG System Gets Worse as the Vector Database Grows

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

How to Improve the Performance of Visual Anomaly Detection Models

✅ completed ⭐ ★★★★★★ 2026-01-08