📄 文章列表

527 篇文章
TDS

Advanced Topic Modeling with LLMs

✅ completed ⭐ ★★★★★★ 2025-07-21
TDS

Understanding Matrices | Part 3: Matrix Transpose

✅ completed ⭐ ★★★★★★ 2025-07-22
TDS

Optimize for Impact: How to Stay Ahead of Gen AI and Thrive as a Data Scientist

✅ completed ⭐ ★★★★★★ 2025-07-24
TDS

Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

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

✅ completed ⭐ ★★★★★★ 2025-07-30
TDS

LLMs and Mental Health

✅ completed ⭐ ★★★★★★ 2025-07-31
TDS

On Adding a Start Value to a Waterfall Chart in Power BI

✅ completed ⭐ ★★★★★★ 2025-08-04
TDS

How I Won the “Mostly AI” Synthetic Data Challenge

✅ completed ⭐ ★★★★★★ 2025-08-06
TDS

Finding Golden Examples: A Smarter Approach to In-Context Learning

✅ completed ⭐ ★★★★★★ 2025-08-07
TDS

Time Series Forecasting Made Simple (Part 3.2): A Deep Dive into LOESS-Based Smoothing

✅ completed ⭐ ★★★★★★ 2025-08-07
TDS

Generating Structured Outputs from LLMs

✅ completed ⭐ ★★★★★★ 2025-08-08
TDS

From Genes to Neural Networks: Understanding and Building NEAT (Neuro-Evolution of Augmenting Topologies) from Scratch

✅ completed ⭐ ★★★★★★ 2025-08-11
TDS

Coconut: A Framework for Latent Reasoning in LLMs

✅ completed ⭐ ★★★★★★ 2025-08-12
TDS

How to Correctly Apply Limits on the Result in DAX (and SQL)

✅ completed ⭐ ★★★★★★ 2025-08-18
TDS

Help Your Model Learn the True Signal

✅ completed ⭐ ★★★★★★ 2025-08-19
TDS

“Where’s Marta?”: How We Removed Uncertainty From AI Reasoning

✅ completed ⭐ ★★★★★★ 2025-08-20
TDS

Cracking the Density Code: Why MAF Flows Where KDE Stalls

✅ completed ⭐ ★★★★★★ 2025-08-22
TDS

Systematic LLM Prompt Engineering Using DSPy Optimization

✅ completed ⭐ ★★★★★★ 2025-08-25
TDS

LLM Monitoring and Observability: Hands-on with Langfuse

✅ completed ⭐ ★★★★★★ 2025-08-25
TDS

Time Series Forecasting Made Simple (Part 4.1): Understanding Stationarity in a Time Series

✅ completed ⭐ ★★★★★★ 2025-08-27