📄 文章列表

61 篇文章
TDS

PyTorch Tutorial for Beginners: Build a Multiple Regression Model from Scratch

✅ completed ⭐ ★★★★★★ 2025-11-19
TDS

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

✅ completed ⭐ ★★★★★★ 2025-11-24
TDS

The Greedy Boruta Algorithm: Faster Feature Selection Without Sacrificing Recall

✅ completed ⭐ ★★★★★★ 2025-11-30
TDS

A Realistic Roadmap to Start an AI Career in 2026

✅ completed ⭐ ★★★★★★ 2025-12-09
TDS

Decentralized Computation: The Hidden Principle Behind Deep Learning

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

Synergy in Clicks: Harsanyi Dividends for E-Commerce

✅ completed ⭐ ★★★★★★ 2025-12-23
TDS

Is Your Model Time-Blind? The Case for Cyclical Feature Encoding

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

Exploring TabPFN: A Foundation Model Built for Tabular Data

✅ completed ⭐ ★★★★★★ 2025-12-27
TDS

Causal ML for the Aspiring Data Scientist

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

Modeling Urban Walking Risk Using Spatial-Temporal Machine Learning

✅ completed ⭐ ★★★★★★ 2026-01-28
TDS

Code Smells: Essential Concepts For Data Scientists in the Age of AI Coding Agents

✅ completed ⭐ ★★★★★★ 2026-02-19
TDS

Scaling Feature Engineering Pipelines with Feast and Ray

✅ completed ⭐ ★★★★★★ 2026-02-25
TDS

Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes

✅ completed ⭐ ★★★★★★ 2026-03-18
TDS

My Models Failed. That’s How I Became a Better Data Scientist.

✅ completed ⭐ ★★★★★★ 2026-03-25
TDS

You Don’t Need Many Labels to Learn

✅ completed ⭐ ★★★★★★ 2026-04-17
TDS

Why Powerful Machine Learning Is Deceptively Easy

✅ completed ⭐ ★★★★★★ 2026-05-01
TDS

From Data Scientist to AI Architect

✅ completed ⭐ ★★★★★★ 2026-05-08
TDS

Small Data, Big Maps: Training Geospatial ML Models When Samples Are Scarce

✅ completed ⭐ ★★★★★★ 2026-06-04
TDS

Automate Writing Your LLM Prompts

✅ completed ⭐ ★★★★★★ 2026-06-05
TDS

I Built 11 Models to Predict the 2026 World Cup. They Crown Four Different Champions.

✅ completed ⭐ ★★★★★★ 2026-06-15