📄 文章列表

87 篇文章
TDS

NumPy API on a GPU?

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

Confusion Matrix Made Simple: Accuracy, Precision, Recall & F1-Score

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

Generating Structured Outputs from LLMs

✅ completed ⭐ ★★★★★★ 2025-08-08
TDS

How to Benchmark Classical Machine Learning Workloads on Google Cloud

✅ completed ⭐ ★★★★★★ 2025-08-25
TDS

ROC AUC Explained: A Beginner’s Guide to Evaluating Classification Models

✅ completed ⭐ ★★★★★★ 2025-09-17
TDS

The Kolmogorov–Smirnov Statistic, Explained: Measuring Model Power in Credit Risk Modeling

✅ completed ⭐ ★★★★★★ 2025-09-22
TDS

The Gini Coefficient: From Lorenz Curves to Model Evaluation

✅ completed ⭐ ★★★★★★ 2025-09-30
TDS

How the Rise of Tabular Foundation Models Is Reshaping Data Science

✅ completed ⭐ ★★★★★★ 2025-10-09
TDS

First Principles Thinking for Data Scientists

✅ completed ⭐ ★★★★★★ 2025-10-15
TDS

Understanding Convolutional Neural Networks (CNNs) Through Excel

✅ completed ⭐ ★★★★★★ 2025-11-17
TDS

Learning Triton One Kernel at a Time: Softmax

✅ completed ⭐ ★★★★★★ 2025-11-23
TDS

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

✅ completed ⭐ ★★★★★★ 2025-11-30
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

Decentralized Computation: The Hidden Principle Behind Deep Learning

✅ completed ⭐ ★★★★★★ 2025-12-12
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 14: Softmax Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-14
TDS

6 Technical Skills That Make You a Senior Data Scientist

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-15