AI 知识库 | 文章列表

TDS

From Reporting to Reasoning: How AI Is Rewriting the Rules of Data App Development

✅ completed ⭐ ★★★★★ 2025-07-01

TDS

Build Algorithm-Agnostic ML Pipelines in a Breeze

✅ completed ⭐ ★★★★★★ 2025-07-07

TDS

There and Back Again: An AI Career Journey

✅ completed ⭐ ★★★★★★ 2025-07-14

TDS

Automating Deep Learning: A Gentle Introduction to AutoKeras and Keras Tuner

✅ completed ⭐ ★★★★★★ 2025-07-15

TDS

Don’t Waste Your Labeled Anomalies: 3 Practical Strategies to Boost Anomaly Detection Performance

✅ completed ⭐ ★★★★★★ 2025-07-17

TDS

How to Create an LLM Judge That Aligns with Human Labels

✅ completed ⭐ ★★★★★★ 2025-07-21

TDS

Advanced Topic Modeling with LLMs

✅ completed ⭐ ★★★★★★ 2025-07-21

TDS

How Not to Mislead with Your Data-Driven Story

✅ completed ⭐ ★★★★★★ 2025-07-23

TDS

Multi-head Attention is a Fancy Addition Machine

✅ completed ⭐ ★★★★★★ 2025-07-24

TDS

Mastering NLP with spaCY — Part 1

✅ completed ⭐ ★★★★★★ 2025-07-29

TDS

Physics-Informed Neural Networks for Inverse PDE Problems

✅ completed ⭐ ★★★★★★ 2025-07-29

TDS

How Computers “See” Molecules

✅ completed ⭐ ★★★★★★ 2025-08-01

TDS

Mechanistic View of Transformers: Patterns, Messages, Residual Stream… and LSTMs

✅ completed ⭐ ★★★★★★ 2025-08-05

TDS

Fine-Tune Your Topic Modeling Workflow with BERTopic

✅ completed ⭐ ★★★★★★ 2025-08-12

TDS

Tips for Setting Expectations in AI Projects

✅ completed ⭐ ★★★★★★ 2025-08-13

TDS

Advanced Prompt Engineering for Data Science Projects

✅ completed ⭐ ★★★★★★ 2025-08-19

TDS

Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning

✅ completed ⭐ ★★★★★★ 2025-08-21

TDS

Systematic LLM Prompt Engineering Using DSPy Optimization

✅ completed ⭐ ★★★★★★ 2025-08-25

TDS

How to Benchmark Classical Machine Learning Workloads on Google Cloud