📄 文章列表

45 篇文章
TDS

Don’t Let Messy Data Bend Your Curves

✅ completed ⭐ ☆☆☆☆☆ 2026-10-24
TDS

How to Make Linear Regression Survive Outliers

✅ completed ⭐ ☆☆☆☆☆ 2026-09-17
TDS

Demystifying Anthropic's J-Space: A Mathematical Primer

✅ completed ⭐ ☆☆☆☆☆ 2026-09-11
TDS

Estimating from No Data: Deriving a Continuous Score from Categories

✅ completed ⭐ ☆☆☆☆☆ 2026-08-21
VentureBeat

Nvidia finds that simple linear math can replace costly AI model handoffs

✅ completed ⭐ ☆☆☆☆☆ 2026-08-21
TDS

Backpropagation Explained for Beginners (Part 2): There Has to Be a Better Way

✅ completed ⭐ ☆☆☆☆☆ 2026-07-28
TDS

The Most Beautiful Statistic: The History and the Science of the Humble Mean

✅ completed ⭐ ☆☆☆☆☆ 2026-07-27
TDS

Beyond the Straight Line: Choosing Between OLS, Interaction Terms, and Tweedie Regression

✅ completed ⭐ ★★★☆☆ 2026-06-25
TDS

Multiple Linear Regression Analysis

✅ completed ⭐ ★★★★★★ 2025-05-22
TDS

5 Statistical Concepts You Need to Know Before Your Next Data Science Interview

✅ completed ⭐ ★★★★★★ 2025-05-26
TDS

Regularisation: A Deep Dive into Theory, Implementation, and Practical Insights

✅ completed ⭐ ★★★★★★ 2025-06-16
TDS

How to Access NASA’s Climate Data — And How It’s Powering the Fight Against Climate Change Pt. 1

✅ completed ⭐ ★★★★★★ 2025-07-01
TDS

Explainable Anomaly Detection with RuleFit: An Intuitive Guide

✅ completed ⭐ ★★★★★★ 2025-07-04
TDS

Estimating Disease Rates Without Diagnosis

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

The Age of Self-Evolving AI Is Here

✅ completed ⭐ ★★★★★★ 2025-07-17
TDS

Time Series Forecasting Made Simple (Part 3.2): A Deep Dive into LOESS-Based Smoothing

✅ completed ⭐ ★★★★★★ 2025-08-07
TDS

Smarter Model Tuning: An AI Agent with LangGraph + Streamlit That Boosts ML Performance

✅ completed ⭐ ★★★★★★ 2025-08-20
TDS

Stepwise Selection Made Simple: Improve Your Regression Models in Python

✅ completed ⭐ ★★★★★★ 2025-08-28
TDS

PyTorch Explained: From Automatic Differentiation to Training Custom Neural Networks

✅ completed ⭐ ★★★★★★ 2025-09-24
TDS

Multiple Linear Regression Explained Simply (Part 1)

✅ completed ⭐ ★★★★★★ 2025-10-23