AI 知识库 | 文章列表

TDS

The Machine Learning “Advent Calendar” Day 15: SVM in Excel

✅ completed ⭐ ★★★★★★ 2025-12-15

TDS

Agentic AI Swarm Optimization using Artificial Bee Colonization (ABC)

✅ completed ⭐ ★★★★★★ 2025-12-19

TDS

The Machine Learning “Advent Calendar” Day 22: Embeddings in Excel

✅ completed ⭐ ★★★★★★ 2025-12-22

TDS

Stop Retraining Blindly: Use PSI to Build a Smarter Monitoring Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-23

TDS

Exploring TabPFN: A Foundation Model Built for Tabular Data

✅ completed ⭐ ★★★★★★ 2025-12-27

TDS

Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer

✅ completed ⭐ ★★★★★★ 2026-01-09

TDS

Topic Modeling Techniques for 2026: Seeded Modeling, LLM Integration, and Data Summaries

✅ completed ⭐ ★★★★★★ 2026-01-14

TDS

You Probably Don’t Need a Vector Database for Your RAG — Yet

✅ completed ⭐ ★★★★★★ 2026-01-20

TDS

Machine Learning in Production? What This Really Means

✅ completed ⭐ ★★★★★★ 2026-01-28

TDS

AWS vs. Azure: A Deep Dive into Model Training – Part 2

✅ completed ⭐ ★★★★★★ 2026-02-04

TDS

Scaling Feature Engineering Pipelines with Feast and Ray

✅ completed ⭐ ★★★★★★ 2026-02-25

TDS

5 Ways to Implement Variable Discretization

✅ completed ⭐ ★★★★★★ 2026-03-04

TDS

Spectral Clustering Explained: How Eigenvectors Reveal Complex Cluster Structures

✅ completed ⭐ ★★★★★★ 2026-03-11

TDS

The Causal Inference Playbook: Advanced Methods Every Data Scientist Should Master

✅ completed ⭐ ★★★★★★ 2026-03-15

TDS

How a Neural Network Learned Its Own Fraud Rules: A Neuro-Symbolic AI Experiment

✅ completed ⭐ ★★★★★★ 2026-03-17

TDS

Introducing Gemini Embeddings 2 Preview