📄 文章列表

767 篇文章
TDS

AI in Multiple GPUs: ZeRO & FSDP

✅ completed ⭐ ★★★★★★ 2026-03-05
TDS

What Makes Quantum Machine Learning “Quantum”?

✅ completed ⭐ ★★★★★★ 2026-03-06
TDS

The AI Bubble Has a Data Science Escape Hatch

✅ completed ⭐ ★★★★★★ 2026-03-07
TDS

Spectral Clustering Explained: How Eigenvectors Reveal Complex Cluster Structures

✅ completed ⭐ ★★★★★★ 2026-03-11
TDS

Self-Hosting Your First LLM

✅ completed ⭐ ★★★★★★ 2026-03-17
TDS

Building a Production-Grade Multi-Node Training Pipeline with PyTorch DDP

✅ completed ⭐ ★★★★★★ 2026-03-27
TDS

Explainable AI in Production: A Neuro-Symbolic Model for Real-Time Fraud Detection

✅ completed ⭐ ★★★★★★ 2026-03-30
TDS

A Data Scientist’s Take on the $599 MacBook Neo

✅ completed ⭐ ★★★★★★ 2026-04-05
TDS

Democratizing Marketing Mix Models (MMM) with Open Source and Gen AI

✅ completed ⭐ ★★★★★★ 2026-04-07
TDS

Grounding Your LLM: A Practical Guide to RAG for Enterprise Knowledge Bases

✅ completed ⭐ ★★★★★★ 2026-04-08
TDS

Detecting Translation Hallucinations with Attention Misalignment

✅ completed ⭐ ★★★★★★ 2026-04-08
TDS

Why AI Is Training on Its Own Garbage (and How to Fix It)

✅ completed ⭐ ★★★★★★ 2026-04-08
TDS

How Does AI Learn to See in 3D and Understand Space?

✅ completed ⭐ ★★★★★★ 2026-04-10
TDS

Advanced RAG Retrieval: Cross-Encoders & Reranking

✅ completed ⭐ ★★★★★★ 2026-04-11
TDS

A Guide to Understanding GPUs and Maximizing GPU Utilization

✅ completed ⭐ ★★★★★★ 2026-04-14
TDS

RAG Isn’t Enough — I Built the Missing Context Layer That Makes LLM Systems Work

✅ completed ⭐ ★★★★★★ 2026-04-14
TDS

Prefill Is Compute-Bound. Decode Is Memory-Bound. Why Your GPU Shouldn’t Do Both.

✅ completed ⭐ ★★★★★★ 2026-04-15
TDS

What It Actually Takes to Run Code on 200M€ Supercomputer (HPC & SLURM)

✅ completed ⭐ ★★★★★★ 2026-04-16
TDS

6 Things I Learned Building LLMs From Scratch That No Tutorial Teaches You

✅ completed ⭐ ★★★★★★ 2026-04-17
TDS

Your RAG System Retrieves the Right Data — But Still Produces Wrong Answers. Here’s Why (and How to Fix It).

✅ completed ⭐ ★★★★★★ 2026-04-18