📄 文章列表

356 篇文章
TDS

6 Technical Skills That Make You a Senior Data Scientist

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

How I Optimized My Leaf Raking Strategy Using Linear Programming

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

The Machine Learning “Advent Calendar” Day 19: Bagging in Excel

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

Running Evals on a Bloated RAG Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-21
TDS

The Machine Learning “Advent Calendar” Day 21: Gradient Boosted Decision Tree Regressor in Excel

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-25
TDS

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

Drift Detection in Robust Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

Ray: Distributed Computing for All, Part 1

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

Retrieval for Time-Series: How Looking Back Improves Forecasts

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

Beyond Prompting: The Power of Context Engineering

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

TDS Newsletter: December Must-Reads on GraphRAG, Data Contracts, and More

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

How LLMs Handle Infinite Context With Finite Memory

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

Why Your ML Model Works in Training But Fails in Production

✅ completed ⭐ ★★★★★★ 2026-01-13
TDS

When Shapley Values Break: A Guide to Robust Model Explainability

✅ completed ⭐ ★★★★★★ 2026-01-15
TDS

Optimizing Data Transfer in Distributed AI/ML Training Workloads

✅ completed ⭐ ★★★★★★ 2026-01-23
TDS

SAM 3 vs. Specialist Models — A Performance Benchmark

✅ completed ⭐ ★★★★★★ 2026-01-25
TDS

Causal ML for the Aspiring Data Scientist

✅ completed ⭐ ★★★★★★ 2026-01-26