📄 文章列表

100 篇文章
TDS

Why AI Projects Fail

✅ completed ⭐ ★★★★★★ 2025-06-06
TDS

10,000x Faster Bayesian Inference: Multi-GPU SVI vs. Traditional MCMC

✅ completed ⭐ ★★★★★★ 2025-06-10
TDS

STOP Building Useless ML Projects – What Actually Works

✅ completed ⭐ ★★★★★★ 2025-07-01
TDS

Everything I Studied to Become a Machine Learning Engineer (No CS Background)

✅ completed ⭐ ★★★★★★ 2025-08-27
TDS

Using LangGraph and MCP Servers to Create My Own Voice Assistant

✅ completed ⭐ ★★★★★★ 2025-09-04
TDS

A Visual Guide to Tuning Gradient Boosted Trees

✅ completed ⭐ ★★★★★★ 2025-09-15
TDS

Python Can Now Call Mojo

✅ completed ⭐ ★★★★★★ 2025-09-21
TDS

How to Connect an MCP Server for an AI-Powered, Supply-Chain Network Optimization Agent

✅ completed ⭐ ★★★★★★ 2025-09-22
TDS

Introducing the AI-3P Assessment Framework: Score AI Projects Before Committing Resources

✅ completed ⭐ ★★★★★★ 2025-09-24
TDS

I Made My AI Model 84% Smaller and It Got Better, Not Worse

✅ completed ⭐ ★★★★★★ 2025-09-29
TDS

Preparing Video Data for Deep Learning: Introducing Vid Prepper

✅ completed ⭐ ★★★★★★ 2025-09-29
TDS

Prediction vs. Search Models: What Data Scientists Are Missing

✅ completed ⭐ ★★★★★★ 2025-10-02
TDS

Scaling Recommender Transformers to a Billion Parameters

✅ completed ⭐ ★★★★★★ 2025-10-21
TDS

How to Keep AI Costs Under Control

✅ completed ⭐ ★★★★★★ 2025-10-23
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 Build an Over-Engineered Retrieval System

✅ completed ⭐ ★★★★★★ 2025-11-18
TDS

Ten Lessons of Building LLM Applications for Engineers

✅ completed ⭐ ★★★★★★ 2025-11-25
TDS

Why CrewAI’s Manager-Worker Architecture Fails — and How to Fix It

✅ completed ⭐ ★★★★★★ 2025-11-25
TDS

YOLOv1 Loss Function Walkthrough: Regression for All

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

An introduction to AWS Bedrock

✅ completed ⭐ ★★★★★★ 2026-01-13