📄 文章列表

18 篇文章
TDS

Beyond the Straight Line: Choosing Between OLS, Interaction Terms, and Tweedie Regression

✅ completed ⭐ ★★★☆☆ 2026-06-25
TDS

Creating an AI Agent to Write Blog Posts with CrewAI

✅ completed ⭐ ★★★★★★ 2025-04-04
TDS

Agentic AI 101: Starting Your Journey Building AI Agents

✅ completed ⭐ ★★★★★★ 2025-05-02
TDS

Generating Data Dictionary for Excel Files Using OpenPyxl and AI Agents

✅ completed ⭐ ★★★★★★ 2025-05-08
TDS

Agentic AI 102: Guardrails and Agent Evaluation

✅ completed ⭐ ★★★★★★ 2025-05-16
TDS

Agentic AI 103: Building Multi-Agent Teams

✅ completed ⭐ ★★★★★★ 2025-06-12
TDS

LangGraph + SciPy: Building an AI That Reads Documentation and Makes Decisions

✅ completed ⭐ ★★★★★★ 2025-08-11
TDS

Smarter Model Tuning: An AI Agent with LangGraph + Streamlit That Boosts ML Performance

✅ completed ⭐ ★★★★★★ 2025-08-20
TDS

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

✅ completed ⭐ ★★★★★★ 2025-11-19
TDS

Stop Retraining Blindly: Use PSI to Build a Smarter Monitoring Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-23
TDS

Is Your Model Time-Blind? The Case for Cyclical Feature Encoding

✅ completed ⭐ ★★★★★★ 2025-12-24
TDS

How to Build an AI-Powered Weather ETL Pipeline with Databricks and GPT-4o: From API To Dashboard

✅ completed ⭐ ★★★★★★ 2025-12-26
TDS

Hugging Face Transformers in Action: Learning How To Leverage AI for NLP

✅ completed ⭐ ★★★★★★ 2025-12-28
TDS

Mastering Non-Linear Data: A Guide to Scikit-Learn’s SplineTransformer

✅ completed ⭐ ★★★★★★ 2026-01-09
TDS

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

✅ completed ⭐ ★★★★★★ 2026-01-23
TDS

The Map of Meaning: How Embedding Models “Understand” Human Language

✅ completed ⭐ ★★★★★★ 2026-03-31
TDS

A Survival Analysis Guide with Python: Using Time-To-Event Models to Forecast Customer Lifetime

✅ completed ⭐ ★★★★★★ 2026-04-09
TDS

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

✅ completed ⭐ ★★★★★★ 2026-04-22