📄 文章列表

625 篇文章
TDS

The Machine Learning “Advent Calendar” Day 2: k-NN Classifier in Excel

✅ completed ⭐ ★★★★★★ 2025-12-02
TDS

Bootstrap a Data Lakehouse in an Afternoon

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

Do Labels Make AI Blind? Self-Supervision Solves the Age-Old Binding Problem

✅ completed ⭐ ★★★★★★ 2025-12-04
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

GraphRAG in Practice: How to Build Cost-Efficient, High-Recall Retrieval Systems

✅ completed ⭐ ★★★★★★ 2025-12-09
TDS

How Agent Handoffs Work in Multi-Agent Systems

✅ completed ⭐ ★★★★★★ 2025-12-11
TDS

Decentralized Computation: The Hidden Principle Behind Deep Learning

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

The Machine Learning “Advent Calendar” Day 13: LASSO and Ridge Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-13
TDS

Lessons Learned After 8 Years of Machine Learning

✅ completed ⭐ ★★★★★★ 2025-12-16
TDS

Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

The Machine Learning “Advent Calendar” Day 24: Transformers for Text in Excel

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

Agents Under the Curve (AUC)

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

Chunk Size as an Experimental Variable in RAG Systems

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Off-Beat Careers That Are the Future Of Data

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

I Evaluated Half a Million Credit Records with Federated Learning. Here’s What I Found

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

Beyond Prompting: The Power of Context Engineering

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

Teaching a Neural Network the Mandelbrot Set

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-10