📄 文章列表

45 篇文章
TDS

Choosing the Best Model Size and Dataset Size under a Fixed Budget for LLMs

✅ completed ⭐ ★★★★★★ 2025-10-24
TDS

The Pearson Correlation Coefficient, Explained Simply

✅ completed ⭐ ★★★★★★ 2025-11-01
TDS

Critical Mistakes Companies Make When Integrating AI/ML into Their Processes

✅ completed ⭐ ★★★★★★ 2025-11-14
TDS

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

✅ completed ⭐ ★★★★★★ 2025-11-19
TDS

Everyday Decisions are Noisier Than You Think — Here’s How AI Can Help Fix That

✅ completed ⭐ ★★★★★★ 2025-11-27
TDS

The Machine Learning and Deep Learning “Advent Calendar” Series: The Blueprint

✅ completed ⭐ ★★★★★★ 2025-11-30
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 13: LASSO and Ridge Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-13
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

The Machine Learning “Advent Calendar” Day 19: Bagging in Excel

✅ completed ⭐ ★★★★★★ 2025-12-19
TDS

The Machine Learning “Advent Calendar” Day 20: Gradient Boosted Linear Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

The Machine Learning “Advent Calendar” Day 21: Gradient Boosted Decision Tree Regressor in Excel

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

When Shapley Values Break: A Guide to Robust Model Explainability

✅ completed ⭐ ★★★★★★ 2026-01-15
TDS

From Transactions to Trends: Predict When a Customer Is About to Stop Buying

✅ completed ⭐ ★★★★★★ 2026-01-23
TDS

Causal ML for the Aspiring Data Scientist

✅ completed ⭐ ★★★★★★ 2026-01-26
TDS

Stop Asking if a Model Is Interpretable

✅ completed ⭐ ★★★★★★ 2026-02-27
TDS

The Causal Inference Playbook: Advanced Methods Every Data Scientist Should Master

✅ completed ⭐ ★★★★★★ 2026-03-15
TDS

Two-Stage Hurdle Models: Predicting Zero-Inflated Outcomes

✅ completed ⭐ ★★★★★★ 2026-03-18