📄 文章列表

365 篇文章
TDS

When Transformers Sing: Adapting SpectralKD for Text-Based Knowledge Distillation

✅ completed ⭐ ★★★★★★ 2025-10-23
TDS

Agentic AI from First Principles: Reflection

✅ completed ⭐ ★★★★★★ 2025-10-24
TDS

Deep Reinforcement Learning: 0 to 100

✅ completed ⭐ ★★★★★★ 2025-10-28
TDS

What to Do When Your Credit Risk Model Works Today, but Breaks Six Months Later

✅ completed ⭐ ★★★★★★ 2025-11-04
TDS

How to Evaluate Retrieval Quality in RAG Pipelines (part 2): Mean Reciprocal Rank (MRR) and Average Precision (AP)

✅ completed ⭐ ★★★★★★ 2025-11-05
TDS

Does More Data Always Yield Better Performance?

✅ completed ⭐ ★★★★★★ 2025-11-10
TDS

AI Hype: Don’t Overestimate the Impact of AI

✅ completed ⭐ ★★★★★★ 2025-11-11
TDS

Organizing Code, Experiments, and Research for Kaggle Competitions

✅ completed ⭐ ★★★★★★ 2025-11-13
TDS

Music, Lyrics, and Agentic AI: Building a Smart Song Explainer using Python and OpenAI

✅ completed ⭐ ★★★★★★ 2025-11-14
TDS

Javascript Fatigue: HTMX Is All You Need to Build ChatGPT — Part 2

✅ completed ⭐ ★★★★★★ 2025-11-17
TDS

Understanding Convolutional Neural Networks (CNNs) Through Excel

✅ completed ⭐ ★★★★★★ 2025-11-17
TDS

How to Build an Over-Engineered Retrieval System

✅ completed ⭐ ★★★★★★ 2025-11-18
TDS

Natural Language Visualization and the Future of Data Analysis and Presentation

✅ completed ⭐ ★★★★★★ 2025-11-21
TDS

Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB

✅ completed ⭐ ★★★★★★ 2025-11-21
TDS

Overfitting vs. Underfitting: Making Sense of the Bias-Variance Trade-Off

✅ completed ⭐ ★★★★★ 2025-11-22
TDS

RISAT’s Silent Promise: Decoding Disasters with Synthetic Aperture Radar

✅ completed ⭐ ★★★★★★ 2025-11-26
TDS

Water Cooler Small Talk, Ep. 10: So, What About the AI Bubble?

✅ completed ⭐ ★★★★★★ 2025-11-27
TDS

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

✅ completed ⭐ ★★★★★★ 2025-11-30
TDS

Why AI Alignment Starts With Better Evaluation

✅ completed ⭐ ★★★★★★ 2025-12-01
TDS

The Architecture Behind Web Search in AI Chatbots

✅ completed ⭐ ★★★★★★ 2025-12-04