📄 文章列表

162 篇文章
TDS

Model Compression: Make Your Machine Learning Models Lighter and Faster

✅ completed ⭐ ★★★★★★ 2025-05-08
TDS

Boost 2-Bit LLM Accuracy with EoRA

✅ completed ⭐ ★★★★★★ 2025-05-15
TDS

What Statistics Can Tell Us About NBA Coaches

✅ completed ⭐ ★★★★★★ 2025-05-22
TDS

LLM-as-a-Judge: A Practical Guide

✅ completed ⭐ ★★★★★★ 2025-06-19
TDS

STOP Building Useless ML Projects – What Actually Works

✅ completed ⭐ ★★★★★★ 2025-07-01
TDS

What Can the History of Data Tell Us About the Future of AI?

✅ completed ⭐ ★★★★★★ 2025-07-15
TDS

AI Operations Under the Hood: Challenges and Best Practices

✅ completed ⭐ ★★★★★★ 2025-09-05
TDS

Building Research Agents for Tech Insights

✅ completed ⭐ ★★★★★★ 2025-09-13
TDS

No Peeking Ahead: Time-Aware Graph Fraud Detection

✅ completed ⭐ ★★★★★★ 2025-09-14
TDS

How to Evaluate Retrieval Quality in RAG Pipelines (part 2): Mean Reciprocal Rank (MRR) and Average Precision (AP)

✅ completed ⭐ ★★★★★★ 2025-11-05
TDS

How to Evaluate Retrieval Quality in RAG Pipelines (Part 3): DCG@k and NDCG@k

✅ completed ⭐ ★★★★★★ 2025-11-12
TDS

Spearman Correlation Coefficient for When Pearson Isn’t Enough

✅ completed ⭐ ★★★★★★ 2025-11-13
TDS

The Architecture Behind Web Search in AI Chatbots

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

The Geometry of Laziness: What Angles Reveal About AI Hallucinations

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-25
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-01
TDS

Does Calendar-Based Time-Intelligence Change Custom Logic?

✅ completed ⭐ ★★★★★★ 2026-01-20
TDS

AI in Multiple GPUs: Understanding the Host and Device Paradigm

✅ completed ⭐ ★★★★★★ 2026-02-12
TDS

AI in Multiple GPUs: Point-to-Point and Collective Operations

✅ completed ⭐ ★★★★★★ 2026-02-13
TDS

AI in Multiple GPUs: Gradient Accumulation & Data Parallelism

✅ completed ⭐ ★★★★★★ 2026-02-23