📄 文章列表

104 篇文章
TDS

Scaling ML Inference on Databricks: Liquid or Partitioned? Salted or Not?

✅ completed ⭐ ★★★★★★ 2026-02-28
TDS

I Quit My $130,000 ML Engineer Job After Learning 4 Lessons

✅ completed ⭐ ★★★★★★ 2026-03-03
TDS

The Data Team’s Survival Guide for the Next Era of Data

✅ completed ⭐ ★★★★★★ 2026-03-06
TDS

The AI Bubble Has a Data Science Escape Hatch

✅ completed ⭐ ★★★★★★ 2026-03-07
TDS

Agentic RAG Failure Modes: Retrieval Thrash, Tool Storms, and Context Bloat (and How to Spot Them Early)

✅ completed ⭐ ★★★★★★ 2026-03-20
TDS

Causal Inference Is Eating Machine Learning

✅ completed ⭐ ★★★★★★ 2026-03-23
TDS

Causal Inference Is Different in Business

✅ completed ⭐ ★★★★★★ 2026-04-25
TDS

System Design Series: Apache Flink from 10,000 Feet, and Building a Flink-powered Recommendation Engine

✅ completed ⭐ ★★★★★★ 2026-04-29
TDS

4 YAML Files Instead of PySpark: How We Let Analysts Build Data Pipelines Without Engineers

✅ completed ⭐ ★★★★★★ 2026-04-29
TDS

PySpark for Beginners: Mastering the Basics

✅ completed ⭐ ★★★★★★ 2026-05-11
TDS

Deploying a Multistage Multimodal Recommender System on Amazon Elastic Kubernetes Service

✅ completed ⭐ ★★★★★★ 2026-05-19
TDS

Optimizing AI Agent Planning with Operations Research and Data Science

✅ completed ⭐ ★★★★★★ 2026-05-20
TDS

Benders’ Decomposition 101: How to Crack Open a Stochastic Program That’s Too Big to Swallow Whole

✅ completed ⭐ ★★★★★★ 2026-05-21
TDS

LLM Themes Are Not Observations

✅ completed ⭐ ★★★★★★ 2026-05-21
TDS

Hybrid AI: Combining Deterministic Analytics with LLM Reasoning

✅ completed ⭐ ★★★★★★ 2026-05-22
TDS

Why Gradient Descent Became Stochastic

✅ completed ⭐ ★★★★★★ 2026-05-29
TDS

Prefill Once, Fan Out: KV Snapshot Sharing for Multi-Agent LLM Pipelines

✅ completed ⭐ ★★★★★★ 2026-06-09
TDS

A Harness for Every Task: Putting a Team of Claudes on One Job

✅ completed ⭐ ★★★★★★ 2026-06-12
TDS

Parse Scanned PDFs for RAG with EasyOCR: Free OCR Gives You Words, Not a Document

✅ completed ⭐ ★★★★★★ 2026-06-19
TDS

Tool Calling, Explained: How AI Agents Decide What to Do Next

✅ completed ⭐ ★★★★★★ 2026-06-21