📄 文章列表

528 篇文章
TDS

The Machine Learning “Advent Calendar” Day 23: 1D CNN for Text in Excel

✅ completed ⭐ ★★★★★★ 2025-12-23
TDS

Keeping Probabilities Honest: The Jacobian Adjustment

✅ completed ⭐ ★★★★★★ 2025-12-25
TDS

Think Your Python Code Is Slow? Stop Guessing and Start Measuring

✅ completed ⭐ ★★★★★★ 2025-12-26
TDS

Hugging Face Transformers in Action: Learning How To Leverage AI for NLP

✅ completed ⭐ ★★★★★★ 2025-12-28
TDS

Implementing Vibe Proving with Reinforcement Learning

✅ completed ⭐ ★★★★★★ 2025-12-29
TDS

The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

Overcoming Nonsmoothness and Control Chattering in Nonconvex Optimal Control Problems

✅ completed ⭐ ★★★★★★ 2025-12-30
TDS

The Machine Learning “Advent Calendar” Bonus 2: Gradient Descent Variants in Excel

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

EDA in Public (Part 3): RFM Analysis for Customer Segmentation in Pandas

✅ completed ⭐ ★★★★★★ 2026-01-01
TDS

Off-Beat Careers That Are the Future Of Data

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

Drift Detection in Robust Machine Learning Systems

✅ completed ⭐ ★★★★★★ 2026-01-02
TDS

YOLOv1 Loss Function Walkthrough: Regression for All

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Stop Blaming the Data: A Better Way to Handle Covariance Shift

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Feature Detection, Part 3: Harris Corner Detection

✅ completed ⭐ ★★★★★★ 2026-01-05
TDS

Probabilistic Multi-Variant Reasoning: Turning Fluent LLM Answers Into Weighted Options

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

I Evaluated Half a Million Credit Records with Federated Learning. Here’s What I Found

✅ completed ⭐ ★★★★★★ 2026-01-07
TDS

Retrieval for Time-Series: How Looking Back Improves Forecasts

✅ completed ⭐ ★★★★★★ 2026-01-08
TDS

How LLMs Handle Infinite Context With Finite Memory

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

Beyond the Flat Table: Building an Enterprise-Grade Financial Model in Power BI

✅ completed ⭐ ★★★★★★ 2026-01-10
TDS

Federated Learning, Part 1: The Basics of Training Models Where the Data Lives

✅ completed ⭐ ★★★★★★ 2026-01-10