📄 文章列表

474 篇文章
TDS

Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB

✅ completed ⭐ ★★★★★★ 2025-11-21
TDS

Why CrewAI’s Manager-Worker Architecture Fails — and How to Fix It

✅ completed ⭐ ★★★★★★ 2025-11-25
TDS

How I Use AI to Convince Companies to Adopt Sustainability

✅ completed ⭐ ★★★★★★ 2025-11-26
TDS

Metric Deception: When Your Best KPIs Hide Your Worst Failures

✅ completed ⭐ ★★★★★★ 2025-11-29
TDS

The Greedy Boruta Algorithm: Faster Feature Selection Without Sacrificing Recall

✅ completed ⭐ ★★★★★★ 2025-11-30
TDS

Bootstrap a Data Lakehouse in an Afternoon

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

Build and Deploy Your First Supply Chain App in 20 Minutes

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

Artificial Intelligence, Machine Learning, Deep Learning, and Generative AI — Clearly Explained

✅ completed ⭐ ★★★★★★ 2025-12-07
TDS

GraphRAG in Practice: How to Build Cost-Efficient, High-Recall Retrieval Systems

✅ completed ⭐ ★★★★★★ 2025-12-09
TDS

Personal, Agentic Assistants: A Practical Blueprint for a Secure, Multi-User, Self-Hosted Chatbot

✅ completed ⭐ ★★★★★★ 2025-12-09
TDS

Don’t Build an ML Portfolio Without These Projects

✅ completed ⭐ ★★★★★★ 2025-12-10
TDS

TDS Newsletter: Optimize, Optimize, Optimize, or The Art of Making Everything Better

✅ completed ⭐ ★★★★★★ 2025-12-11
TDS

How Agent Handoffs Work in Multi-Agent Systems

✅ completed ⭐ ★★★★★★ 2025-12-11
TDS

7 Pandas Performance Tricks Every Data Scientist Should Know

✅ completed ⭐ ★★★★★★ 2025-12-11
TDS

EDA in Public (Part 1): Cleaning and Exploring Sales Data with Pandas

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

6 Technical Skills That Make You a Senior Data Scientist

✅ completed ⭐ ★★★★★★ 2025-12-15
TDS

The Subset Sum Problem Solved in Linear Time for Dense Enough Inputs

✅ completed ⭐ ★★★★★★ 2025-12-18
TDS

Running Evals on a Bloated RAG Pipeline

✅ completed ⭐ ★★★★★★ 2025-12-21
TDS

Understanding Vibe Proving

✅ completed ⭐ ★★★★★★ 2025-12-22
TDS

Breaking the Hardware Barrier: Software FP8 for Older GPUs

✅ completed ⭐ ★★★★★★ 2025-12-28