📄 文章列表

174 篇文章
TDS

Data Science Mistakes That Could Ruin Your Learning Path, and How to Avoid Them

✅ completed ⭐ ★★★★★★ 2025-11-24
TDS

Ten Lessons of Building LLM Applications for Engineers

✅ completed ⭐ ★★★★★★ 2025-11-25
TDS

Training Objective That Makes LLM Inference 3X Faster

✅ completed ⭐ ★★★★★★ 2025-11-28
TDS

Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch

✅ completed ⭐ ★★★★★★ 2025-12-03
TDS

On the Challenge of Converting TensorFlow Models to PyTorch

✅ completed ⭐ ★★★★★★ 2025-12-05
TDS

Optimizing PyTorch Model Inference on CPU

✅ completed ⭐ ★★★★★★ 2025-12-08
TDS

A Realistic Roadmap to Start an AI Career in 2026

✅ completed ⭐ ★★★★★★ 2025-12-09
TDS

Optimizing PyTorch Model Inference on AWS Graviton

✅ completed ⭐ ★★★★★★ 2025-12-10
TDS

Spectral Community Detection in Clinical Knowledge Graphs

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

Geospatial exploratory data analysis with GeoPandas and DuckDB

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

Understanding the Generative AI User

✅ completed ⭐ ★★★★★★ 2025-12-20
TDS

Drift Detection in Robust Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

GliNER2: Extracting Structured Information from Text

✅ completed ⭐ ★★★★★★ 2026-01-06
TDS

Data Science Spotlight: Selected Problems from Advent of Code 2025

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

What Is a Knowledge Graph — and Why It Matters

✅ completed ⭐ ★★★★★★ 2026-01-14
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-16
TDS

Why Healthcare Leads in Knowledge Graphs

✅ completed ⭐ ★★★★★★ 2026-01-18
TDS

Air for Tomorrow: Mapping the Digital Air-Quality Landscape, from Repositories and Data Types to Starter Code

✅ completed ⭐ ★★★★★★ 2026-01-24
TDS

How Convolutional Neural Networks Learn Musical Similarity

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

Machine Learning in Production? What This Really Means

✅ completed ⭐ ★★★★★★ 2026-01-28