📄 文章列表

67 篇文章
TDS

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

✅ completed ⭐ ★★★★★★ 2025-11-19
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 14: Softmax Regression in Excel

✅ completed ⭐ ★★★★★★ 2025-12-14
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

The Machine Learning “Advent Calendar” Day 17: Neural Network Regressor in Excel

✅ completed ⭐ ★★★★★★ 2025-12-17
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

What Happens When You Build an LLM Using Only 1s and 0s

✅ completed ⭐ ★★★★★★ 2025-12-22
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” Day 22: Embeddings in Excel

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

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

✅ completed ⭐ ★★★★★★ 2025-12-31
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-10
TDS

How a Neural Network Learned Its Own Fraud Rules: A Neuro-Symbolic AI Experiment

✅ completed ⭐ ★★★★★★ 2026-03-17
TDS

Explainable AI in Production: A Neuro-Symbolic Model for Real-Time Fraud Detection

✅ completed ⭐ ★★★★★★ 2026-03-30
TDS

A Visual Explanation of Linear Regression

✅ completed ⭐ ★★★★★★ 2026-04-09
TDS

A Guide to Voice Cloning on Voxtral with a Missing Encoder

✅ completed ⭐ ★★★★★★ 2026-04-10
TDS

I Built a Tiny Computer Inside a Transformer

✅ completed ⭐ ★★★★★★ 2026-04-13