📄 文章列表

38 篇文章
TDS

How to Benchmark Classical Machine Learning Workloads on Google Cloud

✅ completed ⭐ ★★★★★★ 2025-08-25
TDS

First Principles Thinking for Data Scientists

✅ completed ⭐ ★★★★★★ 2025-10-15
TDS

The Best Data Scientists are Always Learning

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

The Machine Learning “Advent Calendar” Day 11: Linear Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-11
TDS

The Machine Learning “Advent Calendar” Day 12: Logistic Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

The Machine Learning “Advent Calendar” Day 15: SVM in Excel

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

4 Ways to Supercharge Your Data Science Workflow with Google AI Studio

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

The Machine Learning “Advent Calendar” Day 18: Neural Network Classifier in Excel

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

The Machine Learning “Advent Calendar” Day 22: Embeddings in Excel

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

Synergy in Clicks: Harsanyi Dividends for E-Commerce

✅ completed ⭐ ★★★★★★ 2025-12-23
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-23
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

Causal ML for the Aspiring Data Scientist

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

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

✅ completed ⭐ ★★★★★★ 2026-03-25
TDS

Correlation vs. Causation: Measuring True Impact with Propensity Score Matching

✅ completed ⭐ ★★★★★★ 2026-04-22
TDS

Learning From Pairwise Preferences: An Introduction to the Bradley Terry Model

✅ completed ⭐ ★★★★★★ 2026-05-27
TDS

Can Machine Learning Predict the World Cup?

✅ completed ⭐ ★★★★★★ 2026-06-09
TDS

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

✅ completed ⭐ ★★★★★★ 2026-06-15