📄 文章列表

1294 篇文章
TDS

Federated Learning, Part 1: The Basics of Training Models Where the Data Lives

✅ completed ⭐ ★★★★★★ 2026-01-10
TDS

Optimizing Data Transfer in Batched AI/ML Inference Workloads

✅ completed ⭐ ★★★★★★ 2026-01-12
TDS

Why 90% Accuracy in Text-to-SQL is 100% Useless

✅ completed ⭐ ★★★★★★ 2026-01-12
TDS

Topic Modeling Techniques for 2026: Seeded Modeling, LLM Integration, and Data Summaries

✅ completed ⭐ ★★★★★★ 2026-01-14
TDS

When Shapley Values Break: A Guide to Robust Model Explainability

✅ 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

Cutting LLM Memory by 84%: A Deep Dive into Fused Kernels

✅ completed ⭐ ★★★★★★ 2026-01-16
TDS

A Geometric Method to Spot Hallucinations Without an LLM Judge

✅ completed ⭐ ★★★★★★ 2026-01-17
TDS

Data Poisoning in Machine Learning: Why and How People Manipulate Training Data

✅ completed ⭐ ★★★★★★ 2026-01-17
TDS

You Probably Don’t Need a Vector Database for Your RAG — Yet

✅ completed ⭐ ★★★★★★ 2026-01-20
TDS

A Case for the T-statistic

✅ completed ⭐ ★★★★★★ 2026-01-21
TDS

Evaluating Multi-Step LLM-Generated Content: Why Customer Journeys Require Structural Metrics

✅ completed ⭐ ★★★★★★ 2026-01-22
TDS

TDS Newsletter: Beyond Prompt Engineering: The New Frontiers of LLM Optimization

✅ completed ⭐ ★★★★★★ 2026-01-22
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
TDS

AWS vs. Azure: A Deep Dive into Model Training — Part 1

✅ completed ⭐ ★★★★★★ 2026-01-25
TDS

Causal ML for the Aspiring Data Scientist

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

How Convolutional Neural Networks Learn Musical Similarity

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

How Cursor Actually Indexes Your Codebase

✅ completed ⭐ ★★★★★★ 2026-01-26