📄 文章列表

25 篇文章
AlphaSignal

Epoch Rebuilds Its ECI Leaderboard With Bayesian Stats to Sharpen AI Rankings

✅ completed ⭐ ☆☆☆☆☆ 2026-11-04
TDS

Survival Analysis and the Cox Proportional Hazards Model: A Beginner-Friendly Guide

✅ completed ⭐ ☆☆☆☆☆ 2026-08-23
TDS

My Model Was Cheating on Its Own Test

✅ completed ⭐ ☆☆☆☆☆ 2026-08-14
TDS

When Predictors Collide: Mastering VIF in Multicollinear Regression

✅ completed ⭐ ★★★★★★ 2025-04-16
TDS

Predicting the NBA Champion with Machine Learning

✅ completed ⭐ ★★★★★★ 2025-04-24
TDS

Understanding Random Forest using Python (scikit-learn)

✅ completed ⭐ ★★★★★★ 2025-05-15
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

A Bird’s Eye View of Linear Algebra: The Basics

✅ completed ⭐ ★★★★★★ 2025-05-29
TDS

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

✅ completed ⭐ ★★★★★★ 2025-06-16
TDS

Build Algorithm-Agnostic ML Pipelines in a Breeze

✅ completed ⭐ ★★★★★★ 2025-07-07
TDS

Accuracy Is Dead: Calibration, Discrimination, and Other Metrics You Actually Need

✅ completed ⭐ ★★★★★★ 2025-07-14
TDS

A Bird’s-Eye View of Linear Algebra: Why Is Matrix Multiplication Like That?

✅ completed ⭐ ★★★★★★ 2025-08-13
TDS

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

✅ completed ⭐ ★★★★★★ 2025-08-21
TDS

A Visual Guide to Tuning Decision-Tree Hyperparameters

✅ completed ⭐ ★★★★★★ 2025-08-28
TDS

A Visual Guide to Tuning Random Forest Hyperparameters

✅ completed ⭐ ★★★★★★ 2025-09-04
TDS

The Beauty of Space-Filling Curves: Understanding the Hilbert Curve

✅ completed ⭐ ★★★★★★ 2025-09-07
TDS

The End-to-End Data Scientist’s Prompt Playbook

✅ completed ⭐ ★★★★★★ 2025-09-08
TDS

A Visual Guide to Tuning Gradient Boosted Trees

✅ completed ⭐ ★★★★★★ 2025-09-15
TDS

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

✅ completed ⭐ ★★★★★★ 2025-11-19